From 84ce009ed74453e669fc7c262b741721aae2a061 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Mon, 20 Jul 2015 11:25:23 -0400 Subject: [PATCH 001/207] Empty webpage --- .gitignore | 16 + License.md | 2 + Rakefile | 309 +++++++ _config.yml | 105 +++ _includes/JB/analytics | 14 + _includes/JB/analytics-providers/getclicky | 12 + _includes/JB/analytics-providers/google | 11 + _includes/JB/analytics-providers/mixpanel | 11 + _includes/JB/categories_list | 37 + _includes/JB/comments | 16 + _includes/JB/comments-providers/disqus | 14 + _includes/JB/comments-providers/facebook | 9 + _includes/JB/comments-providers/intensedebate | 6 + _includes/JB/comments-providers/livefyre | 6 + _includes/JB/liquid_raw | 32 + _includes/JB/pages_list | 39 + _includes/JB/posts_collate | 55 ++ _includes/JB/setup | 22 + _includes/JB/sharing | 8 + _includes/JB/tags_list | 33 + _includes/themes/twitter/.Rhistory | 0 _includes/themes/twitter/default.html | 68 ++ _includes/themes/twitter/frontpage.html | 5 + _includes/themes/twitter/page.html | 9 + _includes/themes/twitter/post.html | 49 ++ _includes/themes/twitter/settings.yml | 2 + _layouts/default.html | 6 + _layouts/frontpage.html | 5 + _layouts/page.html | 5 + _layouts/post.html | 5 + _plugins/debug.rb | 38 + assets/.DS_Store | Bin 0 -> 6148 bytes assets/pics/.DS_Store | Bin 0 -> 6148 bytes .../bootstrap/css/bootstrap.2.2.2.min.css | 782 ++++++++++++++++++ .../img/glyphicons-halflings-white.png | Bin 0 -> 8777 bytes .../bootstrap/img/glyphicons-halflings.png | Bin 0 -> 12799 bytes assets/themes/twitter/css/kbroman.css | 11 + assets/themes/twitter/css/style.css | 65 ++ figures/.DS_Store | Bin 0 -> 6148 bytes figures/SEASLogo.png | Bin 0 -> 47491 bytes figures/stacks_image_0.jpg | Bin 0 -> 41492 bytes stylesheets/.DS_Store | Bin 0 -> 6148 bytes stylesheets/markdown_modified.css | 18 + 43 files changed, 1825 insertions(+) create mode 100755 .gitignore create mode 100755 License.md create mode 100755 Rakefile create mode 100755 _config.yml create mode 100755 _includes/JB/analytics create mode 100755 _includes/JB/analytics-providers/getclicky create mode 100755 _includes/JB/analytics-providers/google create mode 100755 _includes/JB/analytics-providers/mixpanel create mode 100755 _includes/JB/categories_list create mode 100755 _includes/JB/comments create mode 100755 _includes/JB/comments-providers/disqus create mode 100755 _includes/JB/comments-providers/facebook create mode 100755 _includes/JB/comments-providers/intensedebate create mode 100755 _includes/JB/comments-providers/livefyre create mode 100755 _includes/JB/liquid_raw create mode 100755 _includes/JB/pages_list create mode 100755 _includes/JB/posts_collate create mode 100755 _includes/JB/setup create mode 100755 _includes/JB/sharing create mode 100755 _includes/JB/tags_list create mode 100755 _includes/themes/twitter/.Rhistory create mode 100755 _includes/themes/twitter/default.html create mode 100755 _includes/themes/twitter/frontpage.html create mode 100755 _includes/themes/twitter/page.html create mode 100755 _includes/themes/twitter/post.html create mode 100755 _includes/themes/twitter/settings.yml create mode 100755 _layouts/default.html create mode 100755 _layouts/frontpage.html create mode 100755 _layouts/page.html create mode 100755 _layouts/post.html create mode 100755 _plugins/debug.rb create mode 100755 assets/.DS_Store create mode 100755 assets/pics/.DS_Store create mode 100755 assets/themes/twitter/bootstrap/css/bootstrap.2.2.2.min.css create mode 100755 assets/themes/twitter/bootstrap/img/glyphicons-halflings-white.png create mode 100755 assets/themes/twitter/bootstrap/img/glyphicons-halflings.png create mode 100755 assets/themes/twitter/css/kbroman.css create mode 100755 assets/themes/twitter/css/style.css create mode 100755 figures/.DS_Store create mode 100755 figures/SEASLogo.png create mode 100755 figures/stacks_image_0.jpg create mode 100755 stylesheets/.DS_Store create mode 100755 stylesheets/markdown_modified.css diff --git a/.gitignore b/.gitignore new file mode 100755 index 0000000..cec2d53 --- /dev/null +++ b/.gitignore @@ -0,0 +1,16 @@ +<<<<<<< HEAD +homework-solutions/.ipynb_checkpoints +homework/.ipynb_checkpoints +labs/.ipynb_checkpoints +labs/.DS_Store +lectures/2014_09_30-lecture/.ipynb_checkpoints + +======= +homework-solutions/.ipynb_checkpoints +homework/.ipynb_checkpoints +labs/.ipynb_checkpoints +labs/.DS_Store +lectures/2014_09_30-lecture/.ipynb_checkpoints +lectures/2014_10_02-lecture/.ipynb_checkpoints + +>>>>>>> dc2ae1d7ddf792b45befc396ec5e4860c1aa70ff diff --git a/License.md b/License.md new file mode 100755 index 0000000..218c586 --- /dev/null +++ b/License.md @@ -0,0 +1,2 @@ +My parts of this web site is licensed under +[CC BY](http://creativecommons.org/licenses/by/3.0/). diff --git a/Rakefile b/Rakefile new file mode 100755 index 0000000..18bc7c5 --- /dev/null +++ b/Rakefile @@ -0,0 +1,309 @@ +require "rubygems" +require 'rake' +require 'yaml' +require 'time' + +SOURCE = "." +CONFIG = { + 'version' => "0.3.0", + 'themes' => File.join(SOURCE, "_includes", "themes"), + 'layouts' => File.join(SOURCE, "_layouts"), + 'posts' => File.join(SOURCE, "_posts"), + 'post_ext' => "md", + 'theme_package_version' => "0.1.0" +} + +# Path configuration helper +module JB + class Path + SOURCE = "." + Paths = { + :layouts => "_layouts", + :themes => "_includes/themes", + :theme_assets => "assets/themes", + :theme_packages => "_theme_packages", + :posts => "_posts" + } + + def self.base + SOURCE + end + + # build a path relative to configured path settings. + def self.build(path, opts = {}) + opts[:root] ||= SOURCE + path = "#{opts[:root]}/#{Paths[path.to_sym]}/#{opts[:node]}".split("/") + path.compact! + File.__send__ :join, path + end + + end #Path +end #JB + +# Usage: rake post title="A Title" [date="2012-02-09"] [tags=[tag1, tag2]] +desc "Begin a new post in #{CONFIG['posts']}" +task :post do + abort("rake aborted: '#{CONFIG['posts']}' directory not found.") unless FileTest.directory?(CONFIG['posts']) + title = ENV["title"] || "new-post" + tags = ENV["tags"] || "[]" + slug = title.downcase.strip.gsub(' ', '-').gsub(/[^\w-]/, '') + begin + date = (ENV['date'] ? Time.parse(ENV['date']) : Time.now).strftime('%Y-%m-%d') + rescue Exception => e + puts "Error - date format must be YYYY-MM-DD, please check you typed it correctly!" + exit -1 + end + filename = File.join(CONFIG['posts'], "#{date}-#{slug}.#{CONFIG['post_ext']}") + if File.exist?(filename) + abort("rake aborted!") if ask("#{filename} already exists. Do you want to overwrite?", ['y', 'n']) == 'n' + end + + puts "Creating new post: #{filename}" + open(filename, 'w') do |post| + post.puts "---" + post.puts "layout: post" + post.puts "title: \"#{title.gsub(/-/,' ')}\"" + post.puts 'description: ""' + post.puts "category: " + post.puts "tags: []" + post.puts "---" + post.puts "{% include JB/setup %}" + end +end # task :post + +# Usage: rake page name="about.html" +# You can also specify a sub-directory path. +# If you don't specify a file extention we create an index.html at the path specified +desc "Create a new page." +task :page do + name = ENV["name"] || "new-page.md" + filename = File.join(SOURCE, "#{name}") + filename = File.join(filename, "index.html") if File.extname(filename) == "" + title = File.basename(filename, File.extname(filename)).gsub(/[\W\_]/, " ").gsub(/\b\w/){$&.upcase} + if File.exist?(filename) + abort("rake aborted!") if ask("#{filename} already exists. Do you want to overwrite?", ['y', 'n']) == 'n' + end + + mkdir_p File.dirname(filename) + puts "Creating new page: #{filename}" + open(filename, 'w') do |post| + post.puts "---" + post.puts "layout: page" + post.puts "title: \"#{title}\"" + post.puts 'description: ""' + post.puts "---" + post.puts "{% include JB/setup %}" + end +end # task :page + +desc "Launch preview environment" +task :preview do + system "jekyll --auto --server" +end # task :preview + +# Public: Alias - Maintains backwards compatability for theme switching. +task :switch_theme => "theme:switch" + +namespace :theme do + + # Public: Switch from one theme to another for your blog. + # + # name - String, Required. name of the theme you want to switch to. + # The the theme must be installed into your JB framework. + # + # Examples + # + # rake theme:switch name="the-program" + # + # Returns Success/failure messages. + desc "Switch between Jekyll-bootstrap themes." + task :switch do + theme_name = ENV["name"].to_s + theme_path = File.join(CONFIG['themes'], theme_name) + settings_file = File.join(theme_path, "settings.yml") + non_layout_files = ["settings.yml"] + + abort("rake aborted: name cannot be blank") if theme_name.empty? + abort("rake aborted: '#{theme_path}' directory not found.") unless FileTest.directory?(theme_path) + abort("rake aborted: '#{CONFIG['layouts']}' directory not found.") unless FileTest.directory?(CONFIG['layouts']) + + Dir.glob("#{theme_path}/*") do |filename| + next if non_layout_files.include?(File.basename(filename).downcase) + puts "Generating '#{theme_name}' layout: #{File.basename(filename)}" + + open(File.join(CONFIG['layouts'], File.basename(filename)), 'w') do |page| + if File.basename(filename, ".html").downcase == "default" + page.puts "---" + page.puts File.read(settings_file) if File.exist?(settings_file) + page.puts "---" + else + page.puts "---" + page.puts "layout: default" + page.puts "---" + end + page.puts "{% include JB/setup %}" + page.puts "{% include themes/#{theme_name}/#{File.basename(filename)} %}" + end + end + + puts "=> Theme successfully switched!" + puts "=> Reload your web-page to check it out =)" + end # task :switch + + # Public: Install a theme using the theme packager. + # Version 0.1.0 simple 1:1 file matching. + # + # git - String, Optional path to the git repository of the theme to be installed. + # name - String, Optional name of the theme you want to install. + # Passing name requires that the theme package already exist. + # + # Examples + # + # rake theme:install git="https://github.com/jekyllbootstrap/theme-twitter.git" + # rake theme:install name="cool-theme" + # + # Returns Success/failure messages. + desc "Install theme" + task :install do + if ENV["git"] + manifest = theme_from_git_url(ENV["git"]) + name = manifest["name"] + else + name = ENV["name"].to_s.downcase + end + + packaged_theme_path = JB::Path.build(:theme_packages, :node => name) + + abort("rake aborted! + => ERROR: 'name' cannot be blank") if name.empty? + abort("rake aborted! + => ERROR: '#{packaged_theme_path}' directory not found. + => Installable themes can be added via git. You can find some here: http://github.com/jekyllbootstrap + => To download+install run: `rake theme:install git='[PUBLIC-CLONE-URL]'` + => example : rake theme:install git='git@github.com:jekyllbootstrap/theme-the-program.git' + ") unless FileTest.directory?(packaged_theme_path) + + manifest = verify_manifest(packaged_theme_path) + + # Get relative paths to packaged theme files + # Exclude directories as they'll be recursively created. Exclude meta-data files. + packaged_theme_files = [] + FileUtils.cd(packaged_theme_path) { + Dir.glob("**/*.*") { |f| + next if ( FileTest.directory?(f) || f =~ /^(manifest|readme|packager)/i ) + packaged_theme_files << f + } + } + + # Mirror each file into the framework making sure to prompt if already exists. + packaged_theme_files.each do |filename| + file_install_path = File.join(JB::Path.base, filename) + if File.exist? file_install_path and ask("#{file_install_path} already exists. Do you want to overwrite?", ['y', 'n']) == 'n' + next + else + mkdir_p File.dirname(file_install_path) + cp_r File.join(packaged_theme_path, filename), file_install_path + end + end + + puts "=> #{name} theme has been installed!" + puts "=> ---" + if ask("=> Want to switch themes now?", ['y', 'n']) == 'y' + system("rake switch_theme name='#{name}'") + end + end + + # Public: Package a theme using the theme packager. + # The theme must be structured using valid JB API. + # In other words packaging is essentially the reverse of installing. + # + # name - String, Required name of the theme you want to package. + # + # Examples + # + # rake theme:package name="twitter" + # + # Returns Success/failure messages. + desc "Package theme" + task :package do + name = ENV["name"].to_s.downcase + theme_path = JB::Path.build(:themes, :node => name) + asset_path = JB::Path.build(:theme_assets, :node => name) + + abort("rake aborted: name cannot be blank") if name.empty? + abort("rake aborted: '#{theme_path}' directory not found.") unless FileTest.directory?(theme_path) + abort("rake aborted: '#{asset_path}' directory not found.") unless FileTest.directory?(asset_path) + + ## Mirror theme's template directory (_includes) + packaged_theme_path = JB::Path.build(:themes, :root => JB::Path.build(:theme_packages, :node => name)) + mkdir_p packaged_theme_path + cp_r theme_path, packaged_theme_path + + ## Mirror theme's asset directory + packaged_theme_assets_path = JB::Path.build(:theme_assets, :root => JB::Path.build(:theme_packages, :node => name)) + mkdir_p packaged_theme_assets_path + cp_r asset_path, packaged_theme_assets_path + + ## Log packager version + packager = {"packager" => {"version" => CONFIG["theme_package_version"].to_s } } + open(JB::Path.build(:theme_packages, :node => "#{name}/packager.yml"), "w") do |page| + page.puts packager.to_yaml + end + + puts "=> '#{name}' theme is packaged and available at: #{JB::Path.build(:theme_packages, :node => name)}" + end + +end # end namespace :theme + +# Internal: Download and process a theme from a git url. +# Notice we don't know the name of the theme until we look it up in the manifest. +# So we'll have to change the folder name once we get the name. +# +# url - String, Required url to git repository. +# +# Returns theme manifest hash +def theme_from_git_url(url) + tmp_path = JB::Path.build(:theme_packages, :node => "_tmp") + abort("rake aborted: system call to git clone failed") if !system("git clone #{url} #{tmp_path}") + manifest = verify_manifest(tmp_path) + new_path = JB::Path.build(:theme_packages, :node => manifest["name"]) + if File.exist?(new_path) && ask("=> #{new_path} theme package already exists. Override?", ['y', 'n']) == 'n' + remove_dir(tmp_path) + abort("rake aborted: '#{manifest["name"]}' already exists as theme package.") + end + + remove_dir(new_path) if File.exist?(new_path) + mv(tmp_path, new_path) + manifest +end + +# Internal: Process theme package manifest file. +# +# theme_path - String, Required. File path to theme package. +# +# Returns theme manifest hash +def verify_manifest(theme_path) + manifest_path = File.join(theme_path, "manifest.yml") + manifest_file = File.open( manifest_path ) + abort("rake aborted: repo must contain valid manifest.yml") unless File.exist? manifest_file + manifest = YAML.load( manifest_file ) + manifest_file.close + manifest +end + +def ask(message, valid_options) + if valid_options + answer = get_stdin("#{message} #{valid_options.to_s.gsub(/"/, '').gsub(/, /,'/')} ") while !valid_options.include?(answer) + else + answer = get_stdin(message) + end + answer +end + +def get_stdin(message) + print message + STDIN.gets.chomp +end + +#Load custom rake scripts +Dir['_rake/*.rake'].each { |r| load r } diff --git a/_config.yml b/_config.yml new file mode 100755 index 0000000..d7f4ad5 --- /dev/null +++ b/_config.yml @@ -0,0 +1,105 @@ +# This is the default format. +# For more see: https://github.com/mojombo/jekyll/wiki/Permalinks +permalink: /:categories/:year/:month/:day/:title + +exclude: [".rvmrc", ".rbenv-version", "ReadMe.md", "Rakefile", "changelog.md", "License.md"] +highlighter: pygments + +# Themes are encouraged to use these universal variables +# so be sure to set them if your theme uses them. +# +title : CS109 Data Science +author : + name : Stephanie Hicks + email : shicks@jimmy.harvard.edu + github : cs109 + twitter : + feedburner : nil + +production_url : http://cs109.github.io/2014 + +# Tell Github to use the kramdown markdown interpreter +# (see https://help.github.com/articles/migrating-your-pages-site-from-maruku) +markdown: kramdown + +# All Jekyll-Bootstrap specific configurations are namespaced into this hash +# +JB : + version : 0.3.0 + + # All links will be namespaced by BASE_PATH if defined. + # Links in your website should always be prefixed with {{BASE_PATH}} + # however this value will be dynamically changed depending on your deployment situation. + # + # CNAME (http://yourcustomdomain.com) + # DO NOT SET BASE_PATH + # (urls will be prefixed with "/" and work relatively) + # + # GitHub Pages (http://username.github.io) + # DO NOT SET BASE_PATH + # (urls will be prefixed with "/" and work relatively) + # + # GitHub Project Pages (http://username.github.io/project-name) + # + # A GitHub Project site exists in the `gh-pages` branch of one of your repositories. + # REQUIRED! Set BASE_PATH to: http://username.github.io/project-name + # + # CAUTION: + # - When in Localhost, your site will run from root "/" regardless of BASE_PATH + # - Only the following values are falsy: ["", null, false] + # - When setting BASE_PATH it must be a valid url. + # This means always setting the protocol (http|https) or prefixing with "/" + BASE_PATH : http://cs109.github.io/2014 + + # By default, the asset_path is automatically defined relative to BASE_PATH plus the enabled theme. + # ex: [BASE_PATH]/assets/themes/[THEME-NAME] + # + # Override this by defining an absolute path to assets here. + # ex: + # http://s3.amazonaws.com/yoursite/themes/watermelon + # /assets + # + ASSET_PATH : http://cs109.github.io/2014/assets/themes/twitter + + # These paths are to the main pages Jekyll-Bootstrap ships with. + # Some JB helpers refer to these paths; change them here if needed. + # + archive_path: nil + categories_path : nil + tags_path : nil + atom_path : nil + rss_path : nil + + # Settings for comments helper + # Set 'provider' to the comment provider you want to use. + # Set 'provider' to false to turn commenting off globally. + # + comments : + provider : false + + # Settings for analytics helper + # Set 'provider' to the analytics provider you want to use. + # Set 'provider' to false to turn analytics off globally. + # + analytics : + provider : false + + # Settings for sharing helper. + # Sharing is for things like tweet, plusone, like, reddit buttons etc. + # Set 'provider' to the sharing provider you want to use. + # Set 'provider' to false to turn sharing off globally. + # + sharing : + provider : false + + # Settings for all other include helpers can be defined by creating + # a hash with key named for the given helper. ex: + # + # pages_list : + # provider : "custom" + # + # Setting any helper's provider to 'custom' will bypass the helper code + # and include your custom code. Your custom file must be defined at: + # ./_includes/custom/[HELPER] + # where [HELPER] is the name of the helper you are overriding. + diff --git a/_includes/JB/analytics b/_includes/JB/analytics new file mode 100755 index 0000000..4b04ec9 --- /dev/null +++ b/_includes/JB/analytics @@ -0,0 +1,14 @@ +{% if site.safe and site.JB.analytics.provider and page.JB.analytics != false %} + +{% case site.JB.analytics.provider %} +{% when "google" %} + {% include JB/analytics-providers/google %} +{% when "getclicky" %} + {% include JB/analytics-providers/getclicky %} +{% when "mixpanel" %} + {% include JB/analytics-providers/mixpanel %} +{% when "custom" %} + {% include custom/analytics %} +{% endcase %} + +{% endif %} \ No newline at end of file diff --git a/_includes/JB/analytics-providers/getclicky b/_includes/JB/analytics-providers/getclicky new file mode 100755 index 0000000..e9462f4 --- /dev/null +++ b/_includes/JB/analytics-providers/getclicky @@ -0,0 +1,12 @@ + + diff --git a/_includes/JB/analytics-providers/google b/_includes/JB/analytics-providers/google new file mode 100755 index 0000000..9014866 --- /dev/null +++ b/_includes/JB/analytics-providers/google @@ -0,0 +1,11 @@ + \ No newline at end of file diff --git a/_includes/JB/analytics-providers/mixpanel b/_includes/JB/analytics-providers/mixpanel new file mode 100755 index 0000000..4406eb0 --- /dev/null +++ b/_includes/JB/analytics-providers/mixpanel @@ -0,0 +1,11 @@ + \ No newline at end of file diff --git a/_includes/JB/categories_list b/_includes/JB/categories_list new file mode 100755 index 0000000..83be2e2 --- /dev/null +++ b/_includes/JB/categories_list @@ -0,0 +1,37 @@ +{% comment %}{% endcomment %} + +{% if site.JB.categories_list.provider == "custom" %} + {% include custom/categories_list %} +{% else %} + {% if categories_list.first[0] == null %} + {% for category in categories_list %} +
  • + {{ category | join: "/" }} {{ site.categories[category].size }} +
  • + {% endfor %} + {% else %} + {% for category in categories_list %} +
  • + {{ category[0] | join: "/" }} {{ category[1].size }} +
  • + {% endfor %} + {% endif %} +{% endif %} +{% assign categories_list = nil %} \ No newline at end of file diff --git a/_includes/JB/comments b/_includes/JB/comments new file mode 100755 index 0000000..4e9e600 --- /dev/null +++ b/_includes/JB/comments @@ -0,0 +1,16 @@ +{% if site.JB.comments.provider and page.comments != false %} + +{% case site.JB.comments.provider %} +{% when "disqus" %} + {% include JB/comments-providers/disqus %} +{% when "livefyre" %} + {% include JB/comments-providers/livefyre %} +{% when "intensedebate" %} + {% include JB/comments-providers/intensedebate %} +{% when "facebook" %} + {% include JB/comments-providers/facebook %} +{% when "custom" %} + {% include custom/comments %} +{% endcase %} + +{% endif %} \ No newline at end of file diff --git a/_includes/JB/comments-providers/disqus b/_includes/JB/comments-providers/disqus new file mode 100755 index 0000000..618a7b7 --- /dev/null +++ b/_includes/JB/comments-providers/disqus @@ -0,0 +1,14 @@ +
    + + +blog comments powered by Disqus diff --git a/_includes/JB/comments-providers/facebook b/_includes/JB/comments-providers/facebook new file mode 100755 index 0000000..6b3e5e0 --- /dev/null +++ b/_includes/JB/comments-providers/facebook @@ -0,0 +1,9 @@ +
    + +
    \ No newline at end of file diff --git a/_includes/JB/comments-providers/intensedebate b/_includes/JB/comments-providers/intensedebate new file mode 100755 index 0000000..ab0c3c9 --- /dev/null +++ b/_includes/JB/comments-providers/intensedebate @@ -0,0 +1,6 @@ + + diff --git a/_includes/JB/comments-providers/livefyre b/_includes/JB/comments-providers/livefyre new file mode 100755 index 0000000..704b803 --- /dev/null +++ b/_includes/JB/comments-providers/livefyre @@ -0,0 +1,6 @@ + + \ No newline at end of file diff --git a/_includes/JB/liquid_raw b/_includes/JB/liquid_raw new file mode 100755 index 0000000..a5c1783 --- /dev/null +++ b/_includes/JB/liquid_raw @@ -0,0 +1,32 @@ +{% comment%}{% endcomment%} + +{% if site.JB.liquid_raw.provider == "custom" %} + {% include custom/liquid_raw %} +{% else %} +
    {{text | replace:"|.", "{" | replace:".|", "}" | replace:">", ">" | replace:"<", "<" }}
    +{% endif %} +{% assign text = nil %} \ No newline at end of file diff --git a/_includes/JB/pages_list b/_includes/JB/pages_list new file mode 100755 index 0000000..42f827a --- /dev/null +++ b/_includes/JB/pages_list @@ -0,0 +1,39 @@ +{% comment %}{% endcomment %} + +{% if site.JB.pages_list.provider == "custom" %} + {% include custom/pages_list %} +{% else %} + {% for node in pages_list %} + {% if node.title != null %} + {% if group == null or group == node.group %} + {% if page.url == node.url %} +
  • {{node.title}}
  • + {% else %} +
  • {{node.title}}
  • + {% endif %} + {% endif %} + {% endif %} + {% endfor %} +{% endif %} +{% assign pages_list = nil %} +{% assign group = nil %} \ No newline at end of file diff --git a/_includes/JB/posts_collate b/_includes/JB/posts_collate new file mode 100755 index 0000000..f612ade --- /dev/null +++ b/_includes/JB/posts_collate @@ -0,0 +1,55 @@ +{% comment %}{% endcomment %} + +{% if site.JB.posts_collate.provider == "custom" %} + {% include custom/posts_collate %} +{% else %} + {% for post in posts_collate %} + {% capture this_year %}{{ post.date | date: "%Y" }}{% endcapture %} + {% capture this_month %}{{ post.date | date: "%B" }}{% endcapture %} + {% capture next_year %}{{ post.previous.date | date: "%Y" }}{% endcapture %} + {% capture next_month %}{{ post.previous.date | date: "%B" }}{% endcapture %} + + {% if forloop.first %} +

    {{this_year}}

    +

    {{this_month}}

    + + {% else %} + {% if this_year != next_year %} + +

    {{next_year}}

    +

    {{next_month}}

    + +

    {{next_month}}

    + From 46c185490383fdff7dae96469550b8e5d37a8613 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 13:53:20 -0400 Subject: [PATCH 017/207] listing resources --- pages/resources.md | 178 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 177 insertions(+), 1 deletion(-) diff --git a/pages/resources.md b/pages/resources.md index 0c10b57..57eea44 100755 --- a/pages/resources.md +++ b/pages/resources.md @@ -3,4 +3,180 @@ layout: page title: CS109 Resources --- -# Helpful Resources Coming Soon \ No newline at end of file +This page contains a collection of resources that can be useful throughout the course. We list books, further reading material and resources that can help with learning python, data science skills, or collecting data. + + +## Reading material +Here we list some helpful readings for lecture material and some further resources you might find helpful. + +Readings are not mandatory, but highly recommended. Post your comments and questions using a "Note" in Piazza with the appropriate title (e.g., Readings Week 1: …). Always add the hashtag #readings. To avoid a proliferation of different notes on the same topic please use the "Followup discussions" feature in Piazza. + +### Books + +You can read O’Reilly books for free with a Harvard login at [this web site](http://proquest.safaribooksonline.com.ezp-prod1.hul.harvard.edu/). + +![Python for Data Analysis](../figures/image_0.gif)[Python for Data Analysis, O’Reilly Media](http://shop.oreilly.com/product/0636920023784.do) - "Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you’ll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.” + +![image alt text](../figures/image_1.gif)[Machine Learning for Hackers, O’Reilly Media](http://shop.oreilly.com/product/0636920018483.do) - "If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation.” + +A translation of the R examples in *Machine Learning for Hackers* to Python can be found here: [http://slendrmeans.wordpress.com/will-it-python/](http://slendrmeans.wordpress.com/will-it-python/) + +![image alt text](../figures/image_2.png)[Probabilistic Programming and Bayesian Methods for Hackers](http://nbviewer.ipython.org/urls/raw.github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/master/Prologue/Prologue.ipynb) - "The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three chapters on probability theory, then enters what Bayesian inference is. Unfortunately, due to mathematical intractability of most Bayesian models, the reader is only shown simple, artificial examples. This can leave the user with a so-what feeling about Bayesian inference. In fact, this was the author's own prior opinion.” + +### Basic Data Science Motivation and Introduction + +[1] [BBC Documentary: The Age of Big Data (58 mins)](https://www.youtube.com/watch?v=dzlwhP5JejA) + +[2] [Data Science Workflow: Overview and Challenges](http://cacm.acm.org/blogs/blog-cacm/169199-data-science-workflow-overview-and-challenges/fulltext) by Philip Guo + +[3] [Enterprise Data Analysis and Visualization: An Interview Study](http://vis.stanford.edu/files/2012-EnterpriseAnalysisInterviews-VAST.pdf), Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer, IEEE Visual Analytics Science & Technology (VAST), 2012 + +[4] [That's Funny…](http://www.americanscientist.org/issues/pub/thats-funny), Howard Wainer and Shaun Lysen, American Scientist, 2009 + +### Visualization + +[1] [matplotlib - 2D and 3D plotting in Python](http://nbviewer.ipython.org/urls/raw.github.com/jrjohansson/scientific-python-lectures/master/Lecture-4-Matplotlib.ipynb), J.R. Johannson, .ipynb + +[2] [A Gallery of Statistical Graphs in Matplotlib (Matplotlib Defaults)](http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_03_statistical_graphs_mpl_default.ipynb), C. Beaumont, .ipynb + +[3] [A Gallery of Statistical Graphs in Matplotlib](http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_03_statistical_graphs.ipynb), C. Beaumont, .ipynb + +[4] [Wrangler: Interactive Visual Specification of Data Transformation Scripts](http://vis.stanford.edu/papers/wrangler), Sean Kandel, Andreas Paepcke, Joseph Hellerstein, Jeffrey Heer, ACM Human Factors in Computing Systems (CHI), 2011 [[Data Wrangler tool web site](http://vis.stanford.edu/wrangler/)] + +### Storytelling and presentations + +[1][Narrative Visualization: Telling Stories with Data](http://vis.stanford.edu/papers/narrative), Edward Segel, Jeffrey Heer, *IEEE Trans. Visualization & Comp. Graphics* (Proc. InfoVis), 2010 + +[2] [When do stories work? Evidence and illustration in the social sciences](http://www.stat.columbia.edu/~gelman/research/unpublished/Storytelling%20as%20Ideology%2010.pdf), A. Gelman and T. Basboll, 2013 + +[3] [Storytelling](http://www.nature.com/nmeth/journal/v10/n8/full/nmeth.2571.html), M. Krzywinski & A. Cairo, Nature Methods, 2013 ([Rebuttal](http://www.nature.com/nmeth/journal/v10/n11/full/nmeth.2699.html) by Y. Katz, [Editorial](http://www.nature.com/nmeth/journal/v10/n11/full/nmeth.2726.html), [Response](http://blogs.nature.com/methagora/2013/10/alberto-cairo-on-storytelling-in-science-communication.html)) + +[4] [Presentation Zen Tips](http://www.garrreynolds.com/Presentation/pdf/presentation_tips.pdf), Garr Reynolds + +[5] [Tips for Giving Clear Talks](http://www.cs.cmu.edu/~kayvonf/misc/cleartalktips.pdf), Kayvon Fatahalian + + +### Data acquisition and cleanup + +[1] [Web scraping demo](http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_04_scraping.ipynb) C. Beaumont, .ipynb + +[2] [Data Wrangling Demo](http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_04_wrangling.ipynb) C. Beaumont, .ipynb + +### PCA + +[1] [PCA Tutorial](http://www.cs.princeton.edu/picasso/mats/PCA-Tutorial-Intuition_jp.pdf), J. Shlens, Princeton University + +[2] [Principal Components: Mathematics, Example, Interpretation](http://www.stat.cmu.edu/~cshalizi/350/lectures/10/lecture-10.pdf), Cosma Shalizi, CMU + +### Machine Learning + +[1] [Chapter 1](http://www.cs.ubc.ca/~murphyk/MLbook/pml-intro-22may12.pdf) of Machine learning, a Probabilistic Perspective + +[2] [Cross Validation: The Right and Wrong Way](http://nbviewer.ipython.org/urls/raw.github.com/cs109/content/master/lec_10_cross_val.ipynb) + + +## Further Resources +Here are some resources you might find helpful. Please post your own recommendations in Piazza using the hashtag #resource. + +### Python + +[Python](http://python.org/) + +[Anaconda Python Distribution](http://www.continuum.io/downloads) + +[Learn Python in X Minutes](https://github.com/adambard/learnxinyminutes-docs/blob/master/python.html.markdown) + +[Learn Python the Hard Way](http://learnpythonthehardway.org/) + +[Learn Python](http://www.learnpython.org/) (interactive) + +[Google's Python Class](http://code.google.com/edu/languages/google-python-class/) + +[The Python Tutorial](http://docs.python.org/tutorial/) + +[IPython](http://ipython.org/) + +[The Python Package Index](http://pypi.python.org/pypi) + +[SciPy](http://www.scipy.org/) + +[NumPy](http://numpy.scipy.org/) + +[Matplotlib](http://matplotlib.sourceforge.net/) + +[pyvideo.org](http://pyvideo.org/) + +### Data Sources + +[Wolfram Alpha](http://www.wolframalpha.com/) + +[Jake Hofman Data Links](http://delicious.com/jhofman/data) + +[Peter Skomoroch (Linkedin) Data Links](http://delicious.com/pskomoroch/dataset) + +[Hilary Mason (bitly) Data Links](http://bitly.com/bundles/hmason/1) + +[Wikipedia Database](http://en.wikipedia.org/wiki/Wikipedia:Database_download) + +[IMDB Data](http://www.imdb.com/interfaces) + +[Last.fm Database](http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/index.html) + +[Quandl](http://www.quandl.com) + +[Datamob](http://datamob.org/datasets) + +[Factual](http://www.factual.com/) + +[Metro Boston Data Common](http://metrobostondatacommon.org/) + +[Census.gov](http://www.census.gov/) + +[Data.gov](http://www.data.gov/) + +[Dataverse Network](http://thedata.org/) + +[Infochimps](http://infochimps.com/) + +[Linked Data](http://linkeddata.org/) + +[Guardian DataBlog](http://www.guardian.co.uk/news/datablog) + +[Data Market](http://datamarket.com/) + +[Reddit Open Data](http://www.reddit.com/r/opendata) + +[Climate Data Sources](http://www.realclimate.org/index.php/data-sources/) + +[Climate Station Records](http://www.metoffice.gov.uk/climatechange/science/monitoring/subsets.html) + +[CDC Data](http://www.cdc.gov/nchs/data_access/data_tools.htm) + +[World Bank Catalog](http://data.worldbank.org/data-catalog) + +[Free SVG Maps](http://www.d-maps.com/index.php?lang=en) + +[Office for National Statistics](http://www.statistics.gov.uk/default.asp) + +[StateMaster](http://www.statemaster.com/index.php) + +### Web Sites & Blogs + +[Gapminder](http://www.gapminder.org/blog/) + +[Flowing Data](http://flowingdata.com/) + +[Information Aesthetics](http://infosthetics.com/) + +[Many Eyes](http://manyeyes.alphaworks.ibm.com/manyeyes/) + +[Visual Complexity](http://www.visualcomplexity.com/vc/) + +[TF Johnny’s Site (Sample Code)](http://technologeeks.com/e61/) + +[WTF Visualizations](http://wtfviz.net/) + + + + + From 49dcd6d4b6d6e19eaec19a1d7a08b7d068842a15 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 13:56:37 -0400 Subject: [PATCH 018/207] changing due dates to italic --- pages/schedule.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/pages/schedule.md b/pages/schedule.md index 8c22b0c..bdd30e9 100755 --- a/pages/schedule.md +++ b/pages/schedule.md @@ -29,7 +29,7 @@ Lecture 4: Introduction to Databases and SQL Lecture 5: Probability review, statistical models, bootstrap, cross validation -Homework 1 due +*Homework 1 due* ### Week 4 Sep 21 - Sep 27 @@ -53,7 +53,7 @@ Lecture 8: LASSO regularization, bias and sampling, bias-variance tradeoff, over Lecture 9: Classification, kNN, dimensionality reduction -Homework 2 due +*Homework 2 due* ### Week 6 Oct 5 - Oct 11 @@ -75,7 +75,7 @@ Lecture 12: Ensemble methods, boosting Lecture 13: Bayesian thinking, prior distributions, likelihood, naive Bayes -Homework 3 due +*Homework 3 due* ### Week 8 Oct 19 - Oct 25 @@ -98,7 +98,7 @@ Lecture 16: Previous project reviews Lecture 17: Clustering, k-means, mean-shift, hierarchical clustering -Homework 4 due +*Homework 4 due* ### Week 10 Nov 2 - Nov 8 @@ -114,7 +114,7 @@ Lecture 19: Effective presentations **Monday** -Final project proposals due +*Final project proposals due* **Tuesday** @@ -126,7 +126,7 @@ Lecture 21: Interactive visualizations ### Week 12 Nov 16 - Nov 22 -Review your project proposal with your TF this week +*Review your project proposal with your TF this week* **Tuesday** @@ -136,7 +136,7 @@ Lecture 22: Guest lecture, databases Lecture 23: Spark -Homework 5 due +*Homework 5 due* ### Week 13 Nov 23 - Nov 29 @@ -158,7 +158,7 @@ Lecture 25: Wrap-up & Outlook **Thursday** -Final project due +*Final project due* ### Week 16 Dec 14 - Dec 20 From e64e71f232f7e4e4a6d1e11c1605ba466c059969 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 14:25:35 -0400 Subject: [PATCH 019/207] changed title picture --- index.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/index.md b/index.md index 629acd4..a4a4db6 100755 --- a/index.md +++ b/index.md @@ -5,7 +5,9 @@ title: CS109 Data Science # CS109 Data Science -![Data Science](figures/sherlock_data.jpg) +[](http://cs109hubway.github.io/classp/) + +![Hubway Clustering](figures/Hubway_clustering.png) Learning from data in order to gain useful predictions and insights. This course introduces methods for five key facets of an investigation: data wrangling, cleaning, and sampling to get a suitable data set; data management to be able to access big data quickly and reliably; exploratory data analysis to generate hypotheses and intuition; prediction based on statistical methods such as regression and classification; and communication of results through visualization, stories, and interpretable summaries. From c308f5ff033b9c66cf364151fb9dff43973c8639 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 14:27:55 -0400 Subject: [PATCH 020/207] changed title picture --- index.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/index.md b/index.md index a4a4db6..e8df50f 100755 --- a/index.md +++ b/index.md @@ -5,9 +5,9 @@ title: CS109 Data Science # CS109 Data Science -[](http://cs109hubway.github.io/classp/) - -![Hubway Clustering](figures/Hubway_clustering.png) +![Hubway Clustering](../figures/Hubway_clustering.png) +[Predicting Hubway Stations Status by +Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) Learning from data in order to gain useful predictions and insights. This course introduces methods for five key facets of an investigation: data wrangling, cleaning, and sampling to get a suitable data set; data management to be able to access big data quickly and reliably; exploratory data analysis to generate hypotheses and intuition; prediction based on statistical methods such as regression and classification; and communication of results through visualization, stories, and interpretable summaries. 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z!4ym~Xx+55!^`jZR-&Ty!{q#hmmYI<)OQFz}L*_+Q%)6>Hn zSS4hfuI_{n;Ffr6REd;9r&PZD}3bR zxvtJE<-I(1K0Jsb5j&6&fJ)Ah4=VMopW}#HNjthjM{G4Dlk(BBW(lv)C$EKI#SVARx49wgthq7g^>sA`fwMRrE2cfE@#de%v|Nx?NPO|T3@PD zh9K7Mq}(IR5P>Ws#+5V^`|rG+!?}a+A?}V#`LF<8Lo?nJmz)=sJ2X zv0evOB(qe?)voXuwlDj6yyy<7OYga3X78klSvj?w_%z{-3!XSsZGx|7GassLC7fVk zbz@CdgrS9z?Z>uieJ#_`{R(i9t=&GeWR1Z$fnmX=?Sn~=81J=gDYFvB+HbWUS{MY| zx3P72X6^0fC|d|aKnEi58e6p)26N=bO~{n*mwHl2*w#ycCRkZW1g)Q!$WUs9h6%c9 r(S~|*1ep+PmIaxcBxk4pJJ+s%Q;_`6 Date: Wed, 22 Jul 2015 16:00:23 -0400 Subject: [PATCH 024/207] sanity check --- index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/index.md b/index.md index 50af867..c98282b 100755 --- a/index.md +++ b/index.md @@ -5,7 +5,7 @@ title: CS109 Data Science # CS109 Data Science -![Hubway Clustering](../figures/HubwayClustering.jpg) +![Hubway Clustering](../figures/image_0.gif) [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From e0d7391dde5c257add9d6fa6e1e8c56e36777023 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:06:59 -0400 Subject: [PATCH 025/207] trying html directly --- index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/index.md b/index.md index c98282b..52df7cd 100755 --- a/index.md +++ b/index.md @@ -5,7 +5,7 @@ title: CS109 Data Science # CS109 Data Science -![Hubway Clustering](../figures/image_0.gif) +Hubway Clustering [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From eecaf7f02a49325d2e73da0a8ee48698b757cf51 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:09:38 -0400 Subject: [PATCH 026/207] trying html directly --- index.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/index.md b/index.md index 52df7cd..9ae8b44 100755 --- a/index.md +++ b/index.md @@ -4,9 +4,7 @@ title: CS109 Data Science --- # CS109 Data Science - Hubway Clustering - [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From 981d616ebc10c544f520416e429a9f32c3e144c8 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:11:09 -0400 Subject: [PATCH 027/207] trying html directly --- index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/index.md b/index.md index 9ae8b44..952623d 100755 --- a/index.md +++ b/index.md @@ -5,6 +5,7 @@ title: CS109 Data Science # CS109 Data Science Hubway Clustering + [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From 02e7434a9a559e06a2f78cd62680485ed21e1507 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:14:38 -0400 Subject: [PATCH 028/207] trying case sensitive renames --- .../{Hubway_clustering.png => hubwayclustering.png} | Bin index.md | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) rename figures/{Hubway_clustering.png => hubwayclustering.png} (100%) diff --git a/figures/Hubway_clustering.png b/figures/hubwayclustering.png similarity index 100% rename from figures/Hubway_clustering.png rename to figures/hubwayclustering.png diff --git a/index.md b/index.md index 952623d..9f36ee1 100755 --- a/index.md +++ b/index.md @@ -4,7 +4,7 @@ title: CS109 Data Science --- # CS109 Data Science -Hubway Clustering +Hubway Clustering [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From 655f12f5212423b2a5577ade00b84bfe5f0b19f1 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:15:57 -0400 Subject: [PATCH 029/207] trying case sensitive renames --- index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/index.md b/index.md index 9f36ee1..8dcb3f3 100755 --- a/index.md +++ b/index.md @@ -4,7 +4,7 @@ title: CS109 Data Science --- # CS109 Data Science -Hubway Clustering +Hubway Clustering [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From b0ce24635930bd7b46343b650f5ffc3d7578d351 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 16:17:27 -0400 Subject: [PATCH 030/207] removing relative path --- index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/index.md b/index.md index 8dcb3f3..9c04831 100755 --- a/index.md +++ b/index.md @@ -4,7 +4,7 @@ title: CS109 Data Science --- # CS109 Data Science -Hubway Clustering +Hubway Clustering [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From 2b8a63f5c84ae5bf868a33de9259c45807dfd9a9 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Fri, 24 Jul 2015 14:04:22 -0400 Subject: [PATCH 031/207] Comments from Joe and Hanspeter partly finished. --- index.md | 6 +++--- pages/resources.md | 4 ++-- pages/schedule.md | 3 +++ pages/syllabus.md | 14 ++++++-------- 4 files changed, 14 insertions(+), 13 deletions(-) diff --git a/index.md b/index.md index 9c04831..ef379c7 100755 --- a/index.md +++ b/index.md @@ -16,10 +16,12 @@ We will be using Python for all programming assignments and projects. All [lectu The course is also listed as AC209, STAT121, and E-109. -#### Lectures and Labs +#### Lectures and Sections * Lectures are 2:30-4pm on Tuesdays & Thursdays in TBA +* Section times TBA + #### Instructors * Joe Blitzstein, Statistics @@ -39,6 +41,4 @@ The course is also listed as AC209, STAT121, and E-109. #### Material from CS 109 taught in Fall 2013 -* [Videos](http://cm.dce.harvard.edu/2014/01/14328/publicationListing.shtml) -* [Slides](https://drive.google.com/folderview?id=0BxYkKyLxfsNVd0xicUVDS1dIS0k&usp=sharing) * [Homework, labs and solutions](https://github.com/cs109/content) diff --git a/pages/resources.md b/pages/resources.md index 57eea44..5f36318 100755 --- a/pages/resources.md +++ b/pages/resources.md @@ -6,10 +6,10 @@ title: CS109 Resources This page contains a collection of resources that can be useful throughout the course. We list books, further reading material and resources that can help with learning python, data science skills, or collecting data. -## Reading material +## Suggested Readings Here we list some helpful readings for lecture material and some further resources you might find helpful. -Readings are not mandatory, but highly recommended. Post your comments and questions using a "Note" in Piazza with the appropriate title (e.g., Readings Week 1: …). Always add the hashtag #readings. To avoid a proliferation of different notes on the same topic please use the "Followup discussions" feature in Piazza. +If you have comments and questions about the reading material, feel free to discuss them on Piazza, with the hashtag #readings. To avoid a proliferation of different notes on the same topic please use the "Followup discussions" feature in Piazza. ### Books diff --git a/pages/schedule.md b/pages/schedule.md index bdd30e9..af82bdd 100755 --- a/pages/schedule.md +++ b/pages/schedule.md @@ -19,6 +19,9 @@ Lecture 2: The data science process, exploratory data analysis and effective vis Lecture 3: Data collection, web scraping, data cleanup. +*Homework 0 due* + + ### Week 3 Sep 14 - Sep 20 **Tuesday** diff --git a/pages/syllabus.md b/pages/syllabus.md index d15a6e2..9ddcbca 100755 --- a/pages/syllabus.md +++ b/pages/syllabus.md @@ -3,17 +3,15 @@ layout: page title: CS109 Data Science Syllabus --- -# Fall 2015 - **Instructors:** Hanspeter Pfister (Computer Science), Joe Blitzstein (Statistics), Verena Kaynig-Fittkau (Computer Science) -Welcome to CS109! The course is also listed as STAT121 and AC209, and offered through the Harvard University Extension School as distance education course CSCI E-109. All lectures and sections are recorded and archived. +Welcome to CS109! The course is also listed as STAT121 and AC209, and offered through the Harvard University Extension School as distance education course CSCI E-109. **What is this class about?** This class is about learning from data, in order to gain useful predictions and insights. Separating signal from noise presents many computational and inferential challenges, which we approach from a perspective at the interface of computer science and statistics. Through real-world examples of wide interest, we introduce methods for five key facets of an investigation: -* *data munging/scraping/sampling/cleaning* in order to get an informative, manageable data set;* +* *data munging/scraping/sampling/cleaning* in order to get an informative, manageable data set; * *data storage and management* in order to be able to access data - especially big data - quickly and reliably during subsequent analysis; @@ -99,7 +97,7 @@ The class meets twice a week for lectures and joint class activities. The class **Sections** -Lectures are supplemented by 60- to 90-minute sections led by the teaching fellows. Sections are limited to about 20 students (the numbers may vary due to enrollment). One of the sections will be recorded and made available online. Sections are an important aspect of the course, as they are meant to give you the technical skills to successfully complete the homework assignments and projects, complementing the theoretical knowledge taught in lectures. Sections will typically consist of a short presentation and live coding by a teaching fellow. Sections will also give you the opportunity to work on your homework and your projects while a TF is present to answer your questions. Section topics are announced in the schedule. +Lectures are supplemented by 60 minute sections led by the teaching fellows. Sections are limited to about 20 students (the numbers may vary due to enrollment). One of the sections will be recorded and made available online. Sections are an important aspect of the course, as they are meant to give you the technical skills to successfully complete the homework assignments and projects, complementing the theoretical knowledge taught in lectures. Sections will typically consist of a short presentation and live coding by a teaching fellow. Sections will also give you the opportunity to work on your homework and your projects while a TF is present to answer your questions. Section topics are announced in the schedule. **Homework** @@ -117,7 +115,7 @@ Your final grade will be determined by the number of points you collect. You can * **Homework: 50%**, assessed on your individual submission. * **Project: 40%**, assessed on meeting the project criteria and your peer assessment. -* **Participation: 10%** assessed on participation on Piazza and lecture and section attendance. +* **Participation: 10%** assessed on participation on Piazza and in section. * **Best Projects:** We will elect the top three project submissions that will get extra points. Homework, project, and participation will be graded holistically beyond mechanical correctness and focusing on the overall quality of the work using the following 10 point scale in 1 point increments: @@ -132,7 +130,7 @@ Homework, project, and participation will be graded holistically beyond mechanic 0 = Did not participate / did not hand in -A weighted overall average of 10 constitutes a perfect grade and is equivalent to an A. A combination of 10s and 8s end up being A- to B, and so on. An average of better than 5 is required to pass the course. Teaching Fellows will evaluate your work holistically beyond mechanical correctness and focus on the overall quality of the work. +Teaching Fellows will evaluate your work holistically beyond mechanical correctness and focus on the overall quality of the work. In addition to the scores the Teaching Fellows will give detailed written feedback. @@ -162,7 +160,7 @@ In the weeks when homeworks are due, they will be **due on Thursdays at 11:59 pm **Regrading Policy** -It is very important to us that all assignments are properly graded. If you believe there is an error in your assignment grading, please submit an explanation via email to us (the staff mailing list) **within 7 days of receiving the grade**. No regrade requests will be accepted orally, and no regrade requests will be accepted more than 7 days after the grades for the assignment have been sent out. +It is very important to us that all assignments are properly graded. If you believe there is an error in your assignment grading, please submit an explanation via email to us (the staff mailing list) **within 7 days of receiving the grade**. No regrade requests will be accepted orally, and no regrade requests will be accepted more than 7 days after the grades for the assignment have been sent out. The teaching staff will re-examine your entire assignment. So your score may go up, stay the same, or go down. **Guest Lecture Attendance** From 14d396361284ce2595d761a432817641aa93cde1 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Fri, 24 Jul 2015 14:22:20 -0400 Subject: [PATCH 032/207] test for logo updates. Something is fishy. --- _includes/themes/twitter/default.html | 2 +- figures/SEASLogo.png | Bin 47491 -> 19575 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/_includes/themes/twitter/default.html b/_includes/themes/twitter/default.html index c2bc7f8..86586a2 100755 --- a/_includes/themes/twitter/default.html +++ b/_includes/themes/twitter/default.html @@ -32,7 +32,7 @@

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z5C3eTmLaX3<`y>UQ3VbKiK+AkHVM<=wv(wSp=0=V*UP-Lzko`I2`-wHv9ykNXZ#o> zW4-?|g@b{zB3E|so8t+rbe#HBJhT7Q*4A3(Hng?PcD2n<88A(Y$7ALPk**Bt7nFBV zQ*tFuX73IHD@FUg7s}s8#8SdFN1c=&t#-C8Um~I@Z*kE?;|&rZi0%wg5^bFnT9)xM z%!(!Bxo|=I_q#76lI9AGbF+~v=u-T~U75in?Ed|bKdl)p$zFy&*fG_s#qnSqsSnNkpC8q`@9kiH#+ir6 zxz7HxjQU3`hRC~hNWR+K0g7dPY}w1OAZrZVRv zpTr+y%zcJw49EM{n6qXLo_XVytN7x|N?mjMOlGjsgR0#(!9>X%*#&ON$f5ZJYSE8k z|AnIa+vwfn3~H*UHiqqKX*zeDKjOB4xAmlP{9Jd8@i%h9&F{+}*rsB&F81{GdAvK* zIxwgAk&Q>R{L8>5bAlVAHrbWDwBw$s`WpSiVi3OO7WkA&)PJ>ww-c<4wNpK0%euq~ ze|Nze_CL+S7K=x2@%wR)alvJAu=y{J*rddrInT6soovd|zL>oP?Z{kaSbF?vp+n{0 z8O*%-u}a`ZOL$G}>S4|mLs~N5m_r1tHd;cAwRiY24YC^3)+tY)@h(lpO*h;-TuG(IxP&?mKV43*wV~& ROSXWYD;KX{$UAT0|36xawSE8q literal 0 HcmV?d00001 diff --git a/index.md b/index.md index e8df50f..10509b7 100755 --- a/index.md +++ b/index.md @@ -6,6 +6,7 @@ title: CS109 Data Science # CS109 Data Science ![Hubway Clustering](../figures/Hubway_clustering.png) + [Predicting Hubway Stations Status by Lauren Alexander, Gabriel Goulet-Langlois, Joshua Wolff](http://cs109hubway.github.io/classp/) From 1c67e1ab672e2f9e6e4c942b35ac96f95e25f7f4 Mon Sep 17 00:00:00 2001 From: Verena Kaynig-Fittkau Date: Wed, 22 Jul 2015 15:54:45 -0400 Subject: [PATCH 022/207] syllabus and project descriptions --- pages/projects.md | 87 ++++++++++++++++++++++ pages/syllabus.md | 181 ++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 268 insertions(+) diff --git a/pages/projects.md b/pages/projects.md index f801ad1..14bf572 100755 --- a/pages/projects.md +++ b/pages/projects.md @@ -3,3 +3,90 @@ layout: page title: CS109 Projects --- +##Projects + +For your final assignment in this course you will work on a month-long data science project. The goal of the project is to go through the complete data science process to answer questions you have about some topic of your own choosing. You will acquire the data, design your visualizations, run statistical analysis, and communicate the results. + +**Project Team** + +You will work closely with other classmates in a **3-4 person project team**. You can come up with your own teams and use Piazza to find prospective team members. If you can't find a partner we will team you up randomly. We recognize that individual schedules, different time zones, preferences, and other constraints might limit your ability to work in a team. If this the case, ask us for permission to work alone. In general, we do not anticipate that the grades for each group member will be different. However, we reserve the right to assign different grades to each group member based on peer assessments (see below). + +**Project Milestones** + +There are a few milestones for your final project. For due dates see the course schedule. It is critical to note that **no extensions will be given** for any of the project due dates for any reason. Late days may not be used. Projects submitted after the final due date will not be graded. If you anticipate any issues (e.g., due to business travel) you need to send an email to the staff mailing list at least one week in advance.There are several deliverables for your project that will be graded individually to make up your final project score: + +**Proposal** + +You start your project by forming your groups and letting us know what topic you are interested in exploring by submitting a project proposal form. **Each team will only need to submit one form.** Based on your proposals we will assign a TF to your team who will guide you through the rest of the project. + +**IPython Process Book** + +An important part of your project is your iPython process book. Your process book details your steps in developing your solution, including how you collected the data, alternative solutions you tried, describing statistical methods you used, and the insights you got. Equally important to your final results is how you got there! Your process book is the place you describe and document the space of possibilities you explored at each step of your project. We strongly advise you to include many visualizations in your process book.Your process book should include the following topics. Depending on your project type the amount of discussion you devote to each of them will vary: + +- *Overview and Motivation:* Provide an overview of the project goals and the motivation for it. Consider that this will be read by people who did not see your project proposal. + +- *Related Work:* Anything that inspired you, such as a paper, a web site, or something we discussed in class. + +- *Initial Questions:* What questions are you trying to answer? How did these questions evolve over the course of the project? What new questions did you consider in the course of your analysis? - *Data:* Source, scraping method, cleanup, storage, etc. + +- *Exploratory Data Analysis:* What visualizations did you use to look at your data in different ways? What are the different statistical methods you considered? Justify the decisions you made, and show any major changes to your ideas. How did you reach these conclusions? + +- *Final Analysis:* What did you learn about the data? How did you answer the questions? How can you justify your answers? + +- *Presentation:* Present your final results in a compelling and engaging way using text, visualizations, images, and videos on your project web site. + +Describe the storytelling elements and goals in your process notebook and show us sketches and screenshots of different web site iterations. As this will be your only chance to describe your project in detail make sure that your process book is a standalone document that fully describes your process and results. + +**Project Review Meeting** + +You will schedule a project review meeting with your TF during the assigned review week marked in the schedule. Make sure all of your team members are present at the meeting. Distance education students can schedule an online meeting with their TF. + +**Code** + +We expect you to write high-quality and readable Python code in your process book. You should strive for doing things the right way and think about aspects such as reusability, error handling, etc. We also expect you to document your code. + +**Project Website** + +You will create a public website for your project using [Google Sites](https://sites.google.com/?pli=1) or Github Pages or any other web hosting service of your choice. The web site should effectively summarize the main results of your project and tell a story. Consider your audience (the site is public) and keep the level of discussion at the appropriate level. Your iPython process book and data should be linked to the web site as well, either using a zip file, [github](https://github.com/), [bitbucket](https://bitbucket.org/), or another code hosting site. Also embed your main visualizations and your screencast in your website. + +**Project Screencast** + +Each team will create a **two minute** screencast with narration showing a demo of your iPython process book and/or some slides. Information about how to prepare these screencasts can be found [here](https://docs.google.com/document/d/1alPLuBOW5YPoQDa57KZes1h72PoQDoDj21-UEKOHp1I/pub). Please make sure that the sound quality of your video is good. It may be worthwhile to borrow or invest in an external USB microphone. Upload the video to an online video-platform such as YouTube or Vimeo and embed it into your project web page. We will show the best videos in class. We will strictly enforce the two minute time limit for the video, so please make sure you are not running longer. Use principles of good storytelling and presentations to get your key points across. Focus the majority of your screencast on your main contributions rather than on technical details. What do you feel is the best part of your project? What insights did you gain? What is the single most important thing you would like your audience to take away? Make sure it is upfront and center rather than at the end. + +**Peer Assessment** + +It is important to provide positive feedback to people who truly worked hard for the good of the team and to also make suggestions to those you perceived not to be working as effectively on team tasks. We ask you to provide an honest assessment of the contributions of the members of your team, including yourself. The feedback you provide should reflect your judgment of each team member's: + +- Preparation: were they prepared during team meetings? + +- Contribution: did they contribute productively to the team discussion and work? + +- Respect for others' ideas: did they encourage others to contribute their ideas? + +- Flexibility: were they flexible when disagreements occurred? + +Your teammate's assessment of your contributions and the accuracy of your self-assessment will be considered as part of your overall project score. + +**Submission Instructions** + +Submission will be handled through github. All teams must use a single shared github repository. *If we cannot access your work because these directions are not followed correctly, we will not grade your work.* You will need to specify your project github URL in the project proposal form. Store the following in your github repository: + +* iPython Notebook - Your project process book. + +* Data - Include all the data that you used in your project. If the data is too large for github store it on a cloud storage provider, such as Dropbox or Yousendit. + +* README - The README file must give an overview of what you are handing in: your project notebook, any non-standard Python libraries you used, and so on. The README must contain URLs to your project websites and screencast videos. + +**Grading Criteria** + +* Project Scope - Did you choose the appropriate complexity and level of difficulty of your project? + +* Process Book - Did you follow the data science process and is it well documented in your process book? + +* Solution - Is your analysis effective and correct in answering your intended questions? + +* Implementation - What is the quality of your code? Is it appropriately polished, robust, and reliable? + +* Presentation - Are your web site and screencast clear, engaging, and effective? + +* Peer Evaluations - Your individual project score will also be influenced by your peer evaluations. \ No newline at end of file diff --git a/pages/syllabus.md b/pages/syllabus.md index c22be0d..d15a6e2 100755 --- a/pages/syllabus.md +++ b/pages/syllabus.md @@ -3,3 +3,184 @@ layout: page title: CS109 Data Science Syllabus --- +# Fall 2015 + +**Instructors:** Hanspeter Pfister (Computer Science), Joe Blitzstein (Statistics), Verena Kaynig-Fittkau (Computer Science) + +Welcome to CS109! The course is also listed as STAT121 and AC209, and offered through the Harvard University Extension School as distance education course CSCI E-109. All lectures and sections are recorded and archived. + +**What is this class about?** + +This class is about learning from data, in order to gain useful predictions and insights. Separating signal from noise presents many computational and inferential challenges, which we approach from a perspective at the interface of computer science and statistics. Through real-world examples of wide interest, we introduce methods for five key facets of an investigation: + +* *data munging/scraping/sampling/cleaning* in order to get an informative, manageable data set;* + +* *data storage and management* in order to be able to access data - especially big data - quickly and reliably during subsequent analysis; + +* *exploratory data analysis* to generate hypotheses and intuition about the data; + +* *prediction* based on statistical tools such as regression, classification, and clustering; and + +* *communication* of results through visualization, stories, and interpretable summaries. + +**Why take this class?** + +Hal Varian, Chief Economist at Google, said that: + +"The sexy job in the next ten years will be statisticians. The ability to take data, to be able to understand it, to process it, to extract value from it, to visualize it, to communicate it, that\'s going to be a hugely important skill." + +More and more applications in industry, academia, and everyday life are---or should be---based on careful analysis of *data*. For example, consider the book *Moneyball* (for sports) and the work of Nate Silver (for elections as well as sports). More and more data sets are becoming available, to the point where some companies have described themselves as "drowning in data". This presents many opportunities, but the right tools from *both* computer science and statistics are needed so that you can learn from the data *without* drowning. + +**Expected Learning Outcomes** + +After successful completion of this course, you will be able to: + +* Use Python and other tools to scrape, clean, and process data + +* Use data management techniques to store data locally and in cloud infrastructures + +* Use statistical methods and visualization to quickly explore data + +* Apply statistics and computational analysis to make predictions based on data + + +* Apply basic computer science concepts such as modularity, abstraction, and encapsulation to data analysis problems + +* Implement data-intensive computations on cluster and cloud infrastructures using MapReduce + +* Effectively communicate the outcome of data analysis using descriptive statistics and visualizations + +**Who should take this class?** + +The prerequisite for this class is programming knowledge at the level of CS 50 (or above), and statistics knowledge at the level of Stat 100 (or above). Both undergraduates and graduate students are welcome to take the course. + +**What is the structure of the class?** + +There will be three major modules, each focusing on an important arena in which data science is playing a crucial role. Within each module, we will study how to gather, explore, and analyze relevant data, as well as how to communicate the results. The major programming language used will be Python. + +There will be five problem sets, in which students will learn about learning from data *actively*---by doing it! There will also be a major final project, in which students can explore data they are excited about in a more open-ended setting. + + +The three modules are: + +*1. Prediction and elections:* how did Nate Silver predict 50 out of 50 states correctly in the 2012 U.S. presidential election, and 49 out of 50 correctly in the 2008 election? How much of that was luck? We will discuss how to find, process, combine, visualize, simulate, and summarize election-related data and questions, especially if there are conflicting polls with different reliabilities. + +*2. Recommendation and business analytics*: the Neflix Prize was a famous recent example of collaborative filtering: given information about which movies various users have liked and disliked, how should Netflix make recommendations for what movies a user should watch? Many other companies are interested in closely-related problems. Often there is a very large but very sparse data set (e.g., there could be millions of users and tens of thousands of movies, but very few users rate more than a few hundred movies). We will explore techniques for working with such data. + +*3. Clustering and text analysis:* Finding structure in unlabeled data is an important aspect of data science. We will talk about methods for various types of data, including text document analysis via topic modeling. Topic modeling answers questions like: Which topics does a specific document talk about? Which tags would be appropriate for this image according to its description? What is the most important topic of our customers twitter feeds? + +## Course Logistics + +**Prerequisites** + +Programming knowledge at the level of CS 50 or above, and statistics knowledge at the level of Stat 100 or above (Stat 110 recommended). Extension school students should have knowledge corresponding to CSCI E-26 and STAT E-150 or above. + +**Required Textbook** + +None. Instead, we have a list of recommended readings on the web site. + +**Online Discussion Forum** + +We\'ll be using Piazza ([www.piazza.com](http://www.piazza.com/)) as our online forum. Piazza is your main venue to ask questions, discuss problems, and help each other out. Piazza is a question-and-answer system designed to streamline class discussion outside of the classroom. It should always be your first recourse for seeking answers to your questions about the course, lecture or reading material, or the assignments. Piazza supports LaTeX, code formatting, embedding of images, and attaching of files. We will also use Piazza for all announcements, so it is important that you are signed up. + +**Online Videos** + +Videos of all lectures and labs will be made available online. Archived videos will be available about 24 hours after meeting times from the course homepage. + +**Office Hours** + +The staff will hold weekly office hours, either in person or online for distance education students. Office hour times and locations will be listed on Piazza. Office hours provide you with an opportunity to review and discuss course materials as well as provide further guidance for your homework in a more intimate environment, with only your teaching fellow and maybe a handful of classmates present. Distance education students can make special arrangements directly with their assigned Teaching Fellows to meet online. + +## Course Components + +**Lectures** + +The class meets twice a week for lectures and joint class activities. The class activities are designed to help you master the relevant materials, to work on your homework in groups, and to get you started on your project. The weekly schedule of lectures is posted on the course web site. + +**Sections** + +Lectures are supplemented by 60- to 90-minute sections led by the teaching fellows. Sections are limited to about 20 students (the numbers may vary due to enrollment). One of the sections will be recorded and made available online. Sections are an important aspect of the course, as they are meant to give you the technical skills to successfully complete the homework assignments and projects, complementing the theoretical knowledge taught in lectures. Sections will typically consist of a short presentation and live coding by a teaching fellow. Sections will also give you the opportunity to work on your homework and your projects while a TF is present to answer your questions. Section topics are announced in the schedule. + +**Homework** + +The homework is going to provide an opportunity to learn data science skills and to test your understanding of the material. See the homework as an opportunity to learn, and not to "earn points". The homework will be graded holistically to reflect this objective. + +**Project** + +Towards the end of the course you will work on a month-long data science project. The goal of the project is to go through the complete data science process to answer questions you have about some topic of your own choosing. You will acquire the data, design your visualizations, run statistical analysis, and communicate the results. You will work closely with other classmates in a **3-4 person project team**. You can come up with your own teams and use Piazza to find prospective team members. If you can\'t find a partner we will team you up randomly. We recognize that individual schedules, different time zones, preferences, and other constraints might limit your ability to work in a team. If this the case, ask us for permission to work alone. + +## Course Policies + +**Assessment Procedure** + +Your final grade will be determined by the number of points you collect. You can collect various amounts of points for the different parts of the class: + +* **Homework: 50%**, assessed on your individual submission. +* **Project: 40%**, assessed on meeting the project criteria and your peer assessment. +* **Participation: 10%** assessed on participation on Piazza and lecture and section attendance. +* **Best Projects:** We will elect the top three project submissions that will get extra points. + +Homework, project, and participation will be graded holistically beyond mechanical correctness and focusing on the overall quality of the work using the following 10 point scale in 1 point increments: + +10 = Excellent / no mistakes (or really minor) + +8 = Good / some mistakes + +5 = Fair / some major conceptual errors + +2 = Poor / did not finish + +0 = Did not participate / did not hand in + +A weighted overall average of 10 constitutes a perfect grade and is equivalent to an A. A combination of 10s and 8s end up being A- to B, and so on. An average of better than 5 is required to pass the course. Teaching Fellows will evaluate your work holistically beyond mechanical correctness and focus on the overall quality of the work. + +In addition to the scores the Teaching Fellows will give detailed written feedback. + +**Project Group Peer Assessment** + +In the professional world, three important features affect your productivity and success: your own effort, the effort of people you depend on, and the way you work together. For this reason we have chosen a team-based approach that values all three of those features. After the team-based project you will provide an assessment of the contributions of the members of your team, including yourself. Your teammates' assessment of your contributions and the accuracy of your self-assessment will be considered as part of your overall course evaluation. + +**Collaboration Policy** + +You are welcome to discuss the course's ideas, material, and homework with others in order to better understand it, but **the work you turn in must be your own** (or for the project, yours and your teammate's). For example, you must write your own code, run your own data analyses, and communicate and explain the results in your own words and with your own visualizations. You may not submit the same or similar work to this course that you have submitted or will submit to another. Nor may you provide or make available solutions to homeworks to individuals who take or may take this course in the future. You are responsible for understanding the [Harvard College](https://college.harvard.edu/academics/academic-integrity) and [Extension School](www.extension.harvard.edu/resources-policies/student-conduct/academic-integrity) policies on academic integrity and how to use sources responsibly. Not knowing the rules, misunderstanding the rules, running out of time, submitting "the wrong draft", or being overwhelmed with multiple demands are not acceptable excuses. There are no excuses for failure to uphold academic integrity. + +**Quoting Sources** + +You must acknowledge any source code that was not written by you by mentioning the original author(s) directly in your source code (comment or header). You can also acknowledge sources in a README.txt file if you used whole classes or libraries. Do not remove any original copyright notices and headers. However, you are encouraged to use libraries, unless explicitly stated otherwise! You may use examples you find on the web as a starting point, provided its license allows you to re-use it. You must quote the source using proper citations (author, year, title, time accessed, URL) both in the source code and in any publicly visible material. You may not use existing complex combinations or large examples. For example, you may not use a ready to use multiple linked view visualization. You may use parts out of such examples. To support your learning about academic citation rules, please visit the Harvard Extension School [Tips to Avoid Plagiarism](www.extension.harvard.edu/resources-policies/resources/tips-avoid-plagiarism), where you'll find links to the Harvard Guide to Using Sources and two, free, online 15-minute tutorials to test your knowledge of academic citation policy. The tutorials are anonymous open-learning tools. + +**Questionnaires** + +During the course of the semester, you will complete a number of questionnaires online. The purpose of these questionnaires is to evaluate how well this course works for you. Your answers will only be used to provide feedback on your learning and make adjustments to the course. They will not affect your grade in any way. Unless stated otherwise, you may neither look up any information, nor consult others during these questionnaires. + +**Missed Activities and Assignment Deadlines** + +Projects and homework **must** be turned in on time, with the exception of late days for homeworks as stated below. It is important that everybody attends and proactively participates in class and online. We understand, however, that certain factors may occasionally interfere with your ability to participate or to hand in work on time. If that factor is an extenuating circumstance, we will ask you to provide documentation directly issued by the University, and we will try to work out an agreeable solution with you (and your teammates). + +**Homework Deadlines and Late Days** + +In the weeks when homeworks are due, they will be **due on Thursdays at 11:59 pm EST** unless otherwise announced. Each student is given **six late days** for homework at the beginning of the semester. A late day extends the individual homework deadline by 24 hours without penalty. **No more than two late days may be used on any one assignment. Assignments handed in more than 48 hours after the original deadline will not be graded.** If you have already used all of your late days for the semester, we will deduct 2 point for assignments <24 hours late, and 4 points for assignments 24-48 hours late. We do not accept any homeworks under any circumstances more than 48 hours after the original deadline. Late days are intended to give you flexibility: you can use them for any reason - no questions asked. You don't get any bonus points for not using your late days. You can only use late days for the individual homework deadlines. All other deadlines (e.g., project milestones) are hard. + +**Regrading Policy** + +It is very important to us that all assignments are properly graded. If you believe there is an error in your assignment grading, please submit an explanation via email to us (the staff mailing list) **within 7 days of receiving the grade**. No regrade requests will be accepted orally, and no regrade requests will be accepted more than 7 days after the grades for the assignment have been sent out. + +**Guest Lecture Attendance** + +We are lucky to have some of the world's best researchers take time out of their busy schedules to give guest lectures. We expect all non-distance students to attend these lectures in person and to engage the speakers with questions and comments. You must send an email to the staff at least one day before a guest lecture to be excused. + +## Additional Information + +**Accessibility** + +If you have a documented disability (physical or cognitive) that may impair your ability to complete assignments or otherwise participate in the course and satisfy course criteria, please meet with us at your earliest convenience to identify, discuss, and document any feasible instructional modifications or accommodations. You should also contact the Accessible Education Office to request an official letter outlining authorized accommodations. The Extension School is committed to providing an accessible academic community. The Disability Services Office offers a variety of accommodations and services to students with documented disabilities. Please visit [this webpage](www.extension.harvard.edu/resources-policies/resources/disability-services-accessibility) for more information. + +**Credits** + +Some of the material in this course is based on other classes. We have also heavily drawn on materials and examples found online and tried our best to give credit by linking to the original source. Please contact us if you find materials where the credit is missing or that you would rather have removed. + +**User Notice for Copyrighted Materials on Course Websites** + +This course website, and much of the text, images, graphics, audio and video clips, and other content of the site (collectively, the "Content"), are protected by copyright law. In some cases, the copyright is owned by third parties, and Harvard is making the third-party Content available to you under the fair use doctrine. Fair use permits only certain limited uses of the Content. You may use the website and its Content only for your personal, noncommercial educational and scholarly use. Some Content may be provided via streaming or other means that restrict copying; you may not circumvent those restrictions. If you wish to distribute or make any of the Content available to others, or to use any Content commercially, or to use any Content for any purpose other than your personal, noncommercial educational and scholarly use, you must obtain any required permission from the copyright holder. 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