Imron Rosyadi
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Deep Learning Books, Tutorials, and Courses

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Open Licensed Deep Learning Books and Tutorials

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CC-BY-NC Deep Learning Books and Tutorials

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Free Deep Learning Books and Tutorials

List of Deep Learning Books

Deep Learning Tutorial

Visualization

eBook

Machine Learning

Machine Learning Course

Learning NN

Machine Learning

Deep Learning References

Books

Courses

Guides to deep learning

Tutorials, blogs, demos

Deep Learning

Machine Learning: Blog

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: Deep Learning Tutorial in Indonesian

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Our mission is to increase AI scholarly communication

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Convolution arithmetic tutorial: ,

Coursera: Reinforcement Learning
Yann Le Cun Pytorch Deep Learning
Youtube
Github
Python ML Course
TensorFlow, Keras and deep learning, without a PhD
Github
Deep Learning with Tensorflow
mrdbourke/tensorflow-deep-learning: All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Deep Learning with Keras and Tensorflow
Practical Deep Learning for Coders
GitHub
Dive into Deep Learning
Github
Spinning Up in Deep RL
GitHub
Neural Networks and Deep Learning
Code at Github
Deep Learning with PyTorch
Deep Learning Project
Code for Deep Learning Book
Samuel Sena
List Data Science Deep Learning Python
Dataflowr - Deep Learning DIY
ConvNetJS: Deep Learning in your browser
A Neural Network Playground
Introduction - The Mathematical Engineering of Deep Learning
Full Stack Deep Learning - Full Stack Deep Learning
Dive into Deep Learning—Dive into Deep Learning 0.16.1 documentation
Machine Learning Crash Course - Google Developers
Courses List Google Digital Garage
Notes on machine learning
karpathy/convnetjs: Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
MIT Deep Learning 6.S191
Demystifying Deep Learning Primer
FrancescoSaverioZuppichini/glasses: High-quality Neural Networks for Computer Vision 😎
Ground AI
khanhnamle1994/applied-machine-learning: A step-by-step guide to get started with Applied Machine Learning
google/applied-machine-learning-intensive: Applied Machine Learning Intensive
tfolkman/byu_econ_applied_machine_learning: The course work for the applied machine learning course I am teaching at BYU
amitkaps/applied-machine-learning: Applied Machine Learning @ http://amitkaps.com/ml
COMS W4995 Applied Machine Learning Spring 2019 - Schedule - Andreas C. Müller - Associate Research Scientist
amueller/COMS4995-s19: COMS W4995 Applied Machine Learning - Spring 19
Autotelic Computing: Neural Network 101
Everything you need to know about Neural Networks and Backpropagation—Machine Learning Easy and Fun - by Gavril Ognjanovski - Towards Data Science
Δ ℚuantitative √ourney - Gradient Descent with Backpropagation
Neural Networks: Feedforward and Backpropagation Explained
How to Train Neural Networks With Backpropagation « The blog at the bottom of the sea
Rohan & Lenny Neural Networks & The Backpropagation Algorithm, Explained - by Rohan Kapur - A Year of Artificial Intelligence
Backpropagation Tutorial - Manfred Zabarauskas' Blog
A Visual Tour of Backpropagation
Machine Learning for Everyone
Vas3k
Neural Network Zoo
GPU Benchmarks for Deep Learning - Lambda
Introduction to Computer Science and Programming Using Python - edX
DALL·E: Creating Images from Text
CLIP: Connecting Text and Images
lucko515/cnn-raccoon: Create interactive dashboards for your Convolutional Neural Networks with a single line of code!
Ecco - Look Inside Language Models
Deep Learning, Ian Goodfellow and others
Neural Networks and Deep Learning, Michael Nielsen
cs231n.github.io
Berkeley deep RL course
CS 598 LAZ
A guide to deep learning by YerevaNN research labs
Unsupervised feature learning and deep learning tutorial
amaas/stanford_dl_ex: Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Most cited deep learning papers
web
arXiv
TensorFlow Playground
http://distill.pub/
http://karpathy.github.io/
Arun's dilation demo
Arun's explanation of LSTM Forward-Backward passes
Mixture Density Network tensorflow
DEEP LEARNING · Deep Learning
Rahmadya Trias Handayanto - "Just for a little kindness"