DSE200 Python For Data Analysis

Working on redoing my assignments in my Data Science 200 (DSE 200) masters course at UC San Diego (UCSD)

IPython Notebooks for Assignments (From Newest to Oldest)

Day 5: OAuth, Twitter API, TF-IDF

Day 5: Scraping MLB stats from ESPN go

Day 5: Visualizing the history of the ebola epidemic

Day 4: Earthquake occurrences (OOP, matplotlib,pandas)

Day 3: Economics, nutrition, and MNIST datasets as well as some basemap visualization (from weather data) results

Day 3: Analysis of the NOAA weather dataset (pandas, basemap, etc)

Day 2: Matrix manipulations (Numpy vs. native) and analysis of CALIT2 data using pandas dataset

Day 1: Python Basics (N Queen, Prime Numbers, Bigrams etc)

Day 1: Unix Exercises (Reconstructing files from segments, Word and line count,cat, pipelines etc etc)

Exams

Practice Final

Practice Final Solutions

Final

Final Solutions