├── 1.1 Python for Data Science Fundamentals ├── AppleStore.csv ├── Mission350.ipynb ├── Mission350Solutions.ipynb ├── dictionary_practice.py ├── googleplaystore.csv └── mission350 scratch.py ├── 1.2 Python for Data Science Intermediate ├── HackerNews.html ├── HackerNews.ipynb ├── artworks.csv ├── artworks_clean.csv ├── hackerNews.py ├── hacker_news.csv ├── moma.py ├── moma2.py ├── oop classes.py ├── potus.py └── potus_visitors_2015.csv ├── 2.1 Data Analysis - NumPy & pandas ├── EbayCarSales.ipynb ├── NumPy scratch.py ├── Template.ipynb ├── autos.csv ├── data cleaning basics.py ├── ebayCars.py ├── f500.csv ├── laptops.csv ├── mission-290-boolean-indexing-with-numpy-takeaways.pdf ├── numpy2 boolean indexing.py ├── nyc_taxis.csv ├── pandas intermediate.py └── pandas scratch.py ├── 2.2 Data Analysis & Visualization ├── Bar Plots and Scatter Plots.ipynb ├── Guided Project - Visualizing Earnings Based On College Majors.ipynb ├── Histograms and Box Plots.ipynb ├── Line charts Matplotlib.ipynb ├── Multiple Plots.ipynb ├── fandango_scores.csv ├── recent-grads.csv └── unrate.csv ├── 2.3 Storytelling through Data Visualization ├── Color, Layout and Annotations.ipynb ├── Conditional Plots with Seaborn - Titanic data.ipynb ├── Guided Project - Visualizing The Gender Gap In College Degrees.ipynb ├── Improving Plot Aesthetics.ipynb ├── Visualizing Geographic Data.ipynb ├── airlines.csv ├── airports.csv ├── gender_degrees.png ├── geo_routes.csv ├── percent-bachelors-degrees-women-usa.csv ├── routes.csv └── train.csv ├── 2.4 Data Cleaning and Analysis ├── Analyze Employee Exit Surveys.ipynb ├── Combining Data with Pandas.ipynb ├── Data aggregation.ipynb ├── Transforming data with pandas.ipynb ├── Working with missing data - pandas.ipynb ├── Working with strings in pandas.ipynb ├── World_Happiness_2015.csv ├── World_dev.csv ├── dete_survey.csv ├── pandas scratch.py ├── tafe_survey.csv ├── wh_2015.csv ├── wh_2016.csv └── wh_2017.csv ├── 2.5 Data Cleaning in Py - Advanced ├── Advanced RegEx.ipynb ├── List Comprehensions and Lambda Functions.ipynb ├── Regular Expression Basics.ipynb ├── Working with Missing Data.ipynb ├── hacker_news.csv ├── hn_2014.json ├── mission-369-advanced-regular-expressions-takeaways.pdf ├── mission-370-working-with-missing-data-takeaways.pdf ├── nypd_mvc_2018.csv └── supplemental_data.csv ├── 2.6 Data Cleaning Project Walkthrough └── schools │ ├── Schools.ipynb │ ├── ap_2010.csv │ ├── class_size.csv │ ├── demographics.csv │ ├── graduation.csv │ ├── hs_directory.csv │ ├── sat_results.csv │ ├── survey_all.txt │ └── survey_d75.txt ├── 2.6 Data Cleaning Project Walkthrough ├── Copy_of_my_schools.ipynb ├── Life and Death of the Avengers.ipynb ├── Star Wars Survey.ipynb ├── avengers.csv ├── ell.png ├── map_schools.png ├── my_schools.ipynb ├── safety.png ├── star_wars.csv └── stats.png ├── 4.1 SQL Fundamentals ├── Analyzing CIA Factbook Data.ipynb └── factbook.db ├── 4.2 Intermediate SQL ├── GP - Answering Business Questions Using SQL.ipynb ├── Guided Project - Designing and Creating SQL Database.ipynb ├── Readme.MD ├── appearance_type.csv ├── chinook.db ├── chinookdbSchema.png ├── game_log_fields.txt ├── mlb_schema_2.png ├── mlb_schema_3.png ├── mlb_schema_4.png ├── park_codes.csv ├── person_codes.csv ├── schema.png └── team_codes.csv ├── 4.3 PostgreSQL Databases ├── Intro to Database Indexing.ipynb ├── Postgres.app .ipynb ├── Using PostgreSQL Databases.ipynb ├── factbook.db └── postgres.png ├── 4.4 Working with APIs ├── APIs and Web Scraping.ipynb ├── Intermediate APIs.ipynb ├── Web scraping.ipynb └── Working with APIs using Python.ipynb ├── 5.1 Statistics Fundamentals ├── Is Fandango Still Inflating Ratings?.ipynb ├── Simplifying Data.ipynb ├── Stats fundamentals.ipynb ├── fandango_score_comparison.csv ├── movie_ratings_16_17.csv ├── s1m5_summary.svg └── wnba.csv ├── 5.2 Statistics Intermediate ├── 2017-fCC-New-Coders-Survey-Data.csv ├── AmesHousing_1.txt ├── Finding The Best Markets To Advertise In.ipynb └── Statistics Intermediate.ipynb ├── 5.3 Probability Fundamentals ├── 649.csv ├── Mobile App for Lottery Addiction.ipynb └── Probability Fundamentals.ipynb ├── 5.4 Conditional Probability ├── Build a Spam Filter With Naive Bayes.ipynb ├── SMSSpamCollection └── data_clean.png ├── 5.5 Hypothesis Testing Fundamentals ├── Significance & Hypothesis Testing.ipynb ├── Winning Jeopardy With Data Science.ipynb ├── jeopardy.csv └── weight_loss.csv ├── 6.1 Machine Learning Fundamentals ├── Cross Validation.ipynb ├── ML Fundamentals.ipynb ├── Predicting Car Prices.ipynb ├── dc_airbnb.csv ├── dc_airbnb_test.csv ├── dc_airbnb_train.csv └── imports-85.data ├── 6.2 Calculus for Machine Learning └── Linear & Non-linear functions.ipynb ├── 6.3 Linear Algebra for ML └── Linear Algebra intro.ipynb ├── 6.4 Linear Regression for ML ├── AmesHousing.tsv ├── AmesHousing.txt ├── Linear Regression.ipynb ├── Predicting House Sale Prices (Ames IA).ipynb ├── mission-235-the-linear-regression-model-takeaways.pdf ├── mission-236-feature-selection-takeaways.pdf ├── mission-237-gradient-descent-takeaways.pdf └── mission-238-ordinary-least-squares-takeaways.pdf ├── 6.5 ML in Python Intermediate ├── 114_congress.csv ├── GP Predicting the Stock Market.ipynb ├── Machine Learning in Python Intermediate.ipynb ├── admissions.csv ├── auto-mpg.data ├── auto.csv ├── nba_2013.csv ├── predict.py └── sphist.csv ├── 6.6 Decision Trees ├── Decision Trees.ipynb ├── GP Predicting Bike Rentals.ipynb ├── adult.data ├── adult.names └── bike_rental_hour.csv ├── 7.1 Deep Learning Fundamentals ├── Deep Learning Fundamentals.ipynb ├── GP - Building a Handwritten Digit Classifier.ipynb └── neural_network_zoo.png ├── 7.2 Machine Learning Project ├── Machine Learning Project.ipynb ├── cleaned_loans_2007.csv ├── filtered_loans_2007.csv └── loans_2007.csv ├── 7.3 Kaggle Fundamentals ├── GP - Kaggle Workflow.ipynb ├── Kaggle.ipynb ├── functions.py ├── holdout_modified.csv ├── submission.csv ├── submission_1.csv ├── submission_2.csv ├── submission_3.csv ├── submission_4.csv ├── test.csv ├── train.csv └── train_modified.csv ├── 7.4 Exploring Topics in Data Science ├── ML with K-Nearest Neighbors.ipynb ├── Naive Bayes for Sentiment Analysis in Python.ipynb ├── nba_2013.csv ├── test.csv └── train.csv ├── 7.5 Natural Language Processing ├── Natural Language Processing.ipynb └── sel_hn_stories.csv ├── 8.1 Advanced Functions └── Advanced Functions 1.ipynb ├── 8.2 Data Structures and Algorithms ├── Algorithms.ipynb ├── AviationData.txt ├── GP Investigating Airplane Accidents.ipynb └── read.py ├── 8.3 Advanced Python Programming ├── Exception handling.ipynb ├── Interesting items I took notes on.ipynb ├── Lambda functions.ipynb ├── OOP.ipynb ├── chopsticks.csv └── nba_players_2013.csv ├── 8.4 Intermediate Command Line ├── Hud_2005.csv ├── Hud_2007.csv ├── Hud_2013.csv ├── Intermediate Command Line.ipynb ├── Intermediate command line └── positive_ages_only.csv ├── 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