Tom Weichle

Exercises to help improve SQL skills

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn and TensorFlow-Keras

Classifying Criminal Offenses: Classification Application in Python Using scikit-learn and TensorFlow-Keras

Learn to answer questions with data using SQL

Predicting Baseball Metric Clusters: Clustering Application in Python Using scikit-learn

Spark: Work with Big Data and Build Machine Learning Models at Scale

Build CaliforniaTrailFinder.com, a web-based recommender system for finding similar hiking trails

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Exercises to help improve PostgreSQL skills

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An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

📚 A practical approach to learning and using machine learning.

Predicting Political Tweets: Natural Language Processing (NLP) Text Classification Application in Python Using scikit-learn

Curated list of Python resources for data science.

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Cheat Sheets

Data Science - Case Study with Classification Application in Python Using scikit-learn

Data Science - Parts Demand Case Study with Linear Regression Application in Python

Predicting Images: Neural Network Classification Application in Python Using Keras

General Assembly Data Science Course Projects Using Python

TensorFlow documentation

fast.ai Courses

Jupyter Interactive Notebook