FYI
Section: Deep Learning
ActiveScore 79
Entry
Dive into Deep Learning
Appears in 4 awesome lists
Interactive deep learning book with code implementations
Found in these lists
Awesome Ai For Science
Section: Open Access Educational Materials · Interactive deep learning book with code implementations
FreshScore 86
AWESOME DATA SCIENCE
Section: Books
FreshScore 92
Programming, Math, Science
Section: Machine Learning
FreshScore 84
Often listed next to it
Neural Networks and Deep Learning
This book covers many of the core concepts behind neural networks and deep learning.
In 9 listsDetails
Practical Deep Learning for Coders
Practical Deep Learning for Coders 2022 is a free course offering hands-on experience in building, training, and deploying deep learning models across various domains using tools like PyTorch and fastai, suitable for those with coding knowledge and without the need for advanced math.
In 8 listsDetails
Deep Learning Specialization
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
In 6 listsDetails
Python Data Science Handbook
Full text of the "Python Data Science Handbook" in Jupyter Notebooks.
In 4 listsDetails
The Math Behind Artificial Intelligence
bt Tiago MOnteiro | A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view. It covers linear algebra, calculus, probability & statistics, and optimization theory with analogies, real-life applications, and Python code examples.
In 4 listsDetails
An Introduction to Statistical Learning
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
In 3 lists
Deep Learning
Mathematical foundations by Ian Goodfellow, Yoshua Bengio, and Aaron Courville.
In 3 lists
R for Data Science
This book will teach you how to do data science with R. You will learn how to get your data into R, get it into the most useful structure, transform it, visualize it and model it. Exercise Solutions Authors: Garrett Grolemund and Hadley Wickham.
In 3 lists