Gateway Week 2022

Monday

Morning: 10:00am-12:00pm

• Introduction to the Workshop - 10:00am-10:15am [Emily]
• Group Introductions - 10:15am-10:30am [All]
• What is Machine Learning? - 10:30am-11:15am [Jake]
• BREAK - 11:15am-11:30am
• Computational Literacy - 11:30am-11:45am [Emily]
  • Machine code vs Source code
  • Binary/Ascii/Source code languages and the compiler
• Setup and Software Installation - 11:45am-12:00pm [Emily and Jake]
  • Open OnDemand

Lunch: 12:00pm-1:30pm

Afternoon: 1:30pm-4:00pm

• Good Data Practices - 1:30pm-2:20pm [Jake]
• BREAK - 2:20pm-2:30pm
• Terminal Lecture 1 - 2:30pm-3:00pm [Emily]
  • Find explore
  • Paths/history/Viewing Data
  • Chmod/permissions
  • External transfers Filezilla/SCP
• BREAK - 3:00pm-3:10pm
• Terminal Lecture 2 - 3:10pm-3:40pm [Emily]
  • Regular Expressions
  • Grep and Sed
• Discussion - 3:40pm-4:00pm [All]
• Homework-Linux!

Tuesday

Morning: 10:30am-12:00pm

• Open Office Hours - 10:30am-12:00pm [Emily and Jake]

Lunch: 12:00pm-1:30pm

Afternoon: 1:30pm-4:00pm

• Open Office Hours - 1:30-pm-2:00pm [Emily and Jake]
• Guest Lecture - Bill Cresko "The good, the bad and the ugly of data visualization" 2:00pm-3:00pm
• Open Office Hours and Answer Key - 3:00pm-4:00pm [Emily and Jake]

Wednesday

Morning: 10:00am-12:00pm

• Terminal Lecture 3: Programming Power-Up - 10:00am-10:45am [Emily]
  • grep (review)
  • sed
  • awk
  • Pipes
  • Screens
• BREAK - 10:45am-11:00am
• Introduction to R - 11:00am-12:00pm [Emily]
  • What is an R package?
  • Previewing a Data File
  • Data frame manipulations in R
  • Plotting your data (scatter, histogram, boxplot)

Lunch: 12:00pm-1:30pm

Afternoon: 1:30pm-4:00pm

• Your first ML algorithm/ Classification - 1:30pm-3:00pm [Jake]
  • Wine!
• Datasets for ML Concepts pt 1 - 3:00pm-3:30pm [Jake]
• Discussion - 3:30pm-4:00pm
• Homework-Penguins!

Thursday

Monrning: 10:30am-12:00pm

• Open Office Hours - 10:30am-11:00am [Emily and Jake]
• Guest Lecture - Lillian Aoiki "R Markdown: USE IT" 11:00am-12:00pm

Lunch: 12:00pm-1:00pm NOTE: Shorter Day

Afternoon: 1:00pm-3:30pm

• Guest Lecture - Lillian Aoiki "Marine disease detection and surveillance with in situ and machine learning methods" 1:00pm-2:00pm
• Open Office Hours - 2:00pm-3:30pm [Emily and Jake]

Friday

Morning: 10:00am-12:00pm

• Unsupervised Learning ML Concepts pt 2 - 10:00am-11:00am [Jake]
• BREAK - 11:00am-11:15am
• Clustering example - 11:15am-12:00pm [Jake]

Lunch: 12:00pm-1:30pm

Afternoon: 1:30pm-4:00pm

• ML Algorithms - 1:30pm-2:30pm [Jake]
• BREAK - 2:30pm-2:45pm
• Genteics for ML Concepts - 2:45pm-3:00pm [Emily]
• Images for ML Concepts - 3:00pm-3:15pm [Emily]
• Discussion - 3:15pm-4:00pm