Machine Learning and Deep Learning Resources

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Handbook of Artificial Intelligence and Machine Learning - @avkashchauhan

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By @avkashchauhan Collection of content AI Courses by OpenCV Build with AI: Add cutting-edge functionality to your apps with machine learning Dive into Deep Learning - An interactive deep learning book with NumPy and NDArray

Machine & Deep Learning Glossary

| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z

All about AI

Algorithms Programming Deep Learning Organizations Burning HOT AI
GLM ! GBM Python ! R Everything DL Google ! Microsoft Github - Top10
AutoML ! Ensembles MyNotebooks Everything ML AWS ! Facebook ! SAS KDNuggets- Top10
RandomForest Java ! Scala Self-driving Auto H2O ! H2O4GPU ! Nvidia Awesome-DeepLearning
DeepLearning Spark GAN MATLAB ! OpenAI Dive Into ML
K-Means Feature Engineering Model-Interpretability AI2 ! ML Journal ! Partnership on AI MLAlgorithms
Naive Bayes AnswerBots Time-Series Baidu ! Berkeley_AI ML for SE/DEV
PCA ! GLRM Genetic Programming Model Management QUORA ! REDDIT ML from Scratch
Ensembles Code Samples Reinforcement Learning Kaggle ! Analytics Vidhya ! EvalAI ! Challanger AI Cheatsheet - AI

All about learning - One thing at a time

Videos Articles Industry SW Engineering Cheatsheets
YouTube Videos Blogs Industry Articles Data-Vis Keras ! Scikit-learn
Podcast Newsletters Industry Reports DB & RDBMS Neural Networks Zoo
Video Turotials All Books AI Companies React/UI ggplot ! Matplotlib
Researchers Slide-Deck Collection Active links Docker/Containers Pandas ! numpy ! Scipy
All Articles Training Resources Datasets Scripting NLP
Chrome Extension AI in Japan AI Projects Model Interoperability  

My (Projects & Presentations)

Tips and Trics

Books, Reports, Documents (PDF)

Title What is in it?
Dive into Deep Learning - NDArray Deep Learning with NDArray -
Dive into Deep Learning - NumPy Deep Learning with NumPy -
AI4ALL - 1) AI 101 CheatSheet:
Computer vision Resoucres By Satya Malik
Deep Learning Visual Cheatsheat - Collection of various cheat sheet collection
Handwritten Deep Learning Notes Handwritten notes in Deep Learning
Interpretable Machine Learning By Christoph Molnar A Guide for Making Black Box Models Explainable - Book
DZone AI Research Guide 2018 A Report from Dzone on AI research
Driving Digital Transformation Using AI and Machine Learning - TDWI A Report by TDWI
Data Scientist Rerport by Figure Eight Figure Eight Report
Launching AI Project - Figure8 A Figure 8 Report
A Book on Churn A Report by Price Intelligently


This site is a collection of resources from all over the internet. Some of the content is mine however most of the content is created by others and by no means I am claiming it to be mine. I try my best to add proper links as needed however if I have missed something it is just a mistake.

Please visit here for individual resources collection links.