GitHub - JuanmaMedina/Data_Science_course: Python for Data Science course from San Diego, UC

This repository includes the .ipynb from the Data Science Python course from San Diego University.

The main modules and projects developed here are:

Jupyter notebooks
Numpy, Pandas & Matplotlib
Sqlite & Nltk
Scikit (classification through Decision trees, clustering through KMeans, & regression analysis)

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
00_CSV_manager.py		00_CSV_manager.py
01_word_counter_text.ipynb		01_word_counter_text.ipynb
02_Numpy_guide.ipynb		02_Numpy_guide.ipynb
02_Satellite_Image_Analysis_Numpy.ipynb		02_Satellite_Image_Analysis_Numpy.ipynb
03_Pandas_guide.ipynb		03_Pandas_guide.ipynb
04a_Matplotlib_guide.ipynb		04a_Matplotlib_guide.ipynb
04b_Exploring_Indicator_Across_Countries_EXTRA.ipynb		04b_Exploring_Indicator_Across_Countries_EXTRA.ipynb
04c_Folium_EXTRA.ipynb		04c_Folium_EXTRA.ipynb
07a_Weather_Data_Classification_Decision_Trees.ipynb		07a_Weather_Data_Classification_Decision_Trees.ipynb
07b_Weather_Data_Clustering_k-Means.ipynb		07b_Weather_Data_Clustering_k-Means.ipynb
07c_Soccer Regression_Analysis_Decision_Tree.ipynb		07c_Soccer Regression_Analysis_Decision_Tree.ipynb
08a_Working_Databases_SQL.ipynb		08a_Working_Databases_SQL.ipynb
08b_Natural_Language_Processing_nltk_EXTRA.ipynb		08b_Natural_Language_Processing_nltk_EXTRA.ipynb
08c_Twitter_API_Analysis_EXTRA.ipynb		08c_Twitter_API_Analysis_EXTRA.ipynb
README.md		README.md

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