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Foundation


193. How Deep Neural Networks Work
A conceptual overview of neural networks, the workhorse of artificial intelligence
Brandon Rohrer Brandon Rohrer
FREE
191. How Selected Models and Methods Work
A collection of explainer tutorials on how machine learning and statistical concepts work
Brandon Rohrer Brandon Rohrer
FREE
173. How Optimization Works
A short series on the fundamentals of optimization for machine learning
Brandon Rohrer Brandon Rohrer
FREE
171. How to Choose a Model
A short series on the fundamentals of model family selection and model fitting
Brandon Rohrer Brandon Rohrer
FREE
137. Signal Processing Techniques
Pulling information from your data
Brandon Rohrer Brandon Rohrer
FREE
133. Navigating Matplotlib
Get matplotlib to do just what you want
Brandon Rohrer Brandon Rohrer
FREE
131. Data Munging Tips and Tricks
A repository of how-to's for the quirks of working with data
Brandon Rohrer Brandon Rohrer
FREE
121. Navigating a Data Science Career
Advice and experiences on preparing for, getting, and excelling at a data science job.
Brandon Rohrer Brandon Rohrer
FREE
111. Getting ready to learn Python, Mac edition
Write your very first Python program, even if this is your first time touching a keyboard
Brandon Rohrer Brandon Rohrer
FREE
101. Data Science Concepts
A gentle introduction to data science ideas and methods
Brandon Rohrer Brandon Rohrer
FREE