Different kinds of resources for learning and practicing artificial intelligence.
- Mathematics Stack Exchange
- MathOverflow
- Paul's Online Math Notes
- Khan Academy
- TutorialsPoint - Statistics Tutorial
- Seeing Theory - A visual introduction to probability and statistics
- Mathsisfun | Data, Probability and Statistics
- Statistics Course for Data Science | Statistics Course for Data Analytics | MarinStatsLectures
- Electronic Textbooks
- Wikibooks: Mahematics online bookshelf
- Online Mathematics Textbooks
- Probability and statistics EBook
- Articles about Statistics
- 10 Academy's Self Learning Resources
- Jovian AI - Learn Data Science
- Machine Learning Mastery
- Open Machine Learning Course mlcourse.ai
- deeplearning.ai
- Dive Into Deep Learning: D2L by Amazon scientists
- Full Stack Deep Learning
- Intel AI courses
- Machine Learning Course - The Clever Programmer
- 21-Days-Of-Machine-Learning
- Fast.ai - Practical Deep Learning For Coders
- Kaggle courses
- W3Schools - Data Science Tutorial
- TutorialsPoint - Python Data Science Tutorial
- TensorFlow Tutorials and Guides
- Machine Learning Tutorial Python | Machine Learning For Beginners
- Deep Learning With Tensorflow 2.0, Keras and Python
- Korbit AI - Data Science Learning using AI tutor
- CoderzColumn | Python, Data Science, Ml ,AI Tutorials
- Learn Data Science Online | DPhi
- Cognitiveclass.ai
- IBM Data Science Professional Certificate
- IBM AI Engineering Professional Certificate
- MIT Introduction to Machine Learning
- Machine Learning by Georgia Tech
- Kaggle notebooks - search for and library, tool or topic
- D3 js - Data Driven Documents
- CoderzColumn | Data Science Tutorials
- Awesome machine learning - github repository for resources link
- Python Bootcamp 2021 Build 15 working Applications and Games - contains numpy, pandas, matplotlib, seaborn, plotly, cufflinks and folium
- khanacademy SQL course
- Introduction to MongoDB
- SQLBolt - Learn SQL with simple, interactive exercises
- Kaggle Notebooks
- Awesome Cheatsheets for Data Science
- IBM OpenDS4All
- The Super Duper NLP Repo - over 300 NLP Notebooks
- IPython Interactive Computing and Visualization Cookbook Jupiter Notebooks
- HackeRank
- JetBrains Academy
- Exercism - Code practice and mentorship for everyone
- Omdena - Build real-world collaborative AI projects
- DeZyre - Data Science and Machine Learning code recipes
- 8 AI/Machine Learning Projects To Make Your Portfolio Stand Out
- EliteDataScience's Machine Learning Masterclass course projects from 2017 class
- EliteDataScience's Machine Learning Masterclass course projects search n gthub
- 130 projects in Machine learning (with solution and explanation)
- 180 Data Science and Machine Learning Projects with Python
- 500 + Artificial Intelligence Project List with code
- Google AI Experiments
- 6 Exciting Open Source Data Science Projects you Should Start Working on Today
- 8 Fun Machine Learning Projects for Beginners
- Top 7 Data science projects to put on your resume-2020
- Top 47 Machine Learning Projects for 2021 [Source Code Included]
- Entry Level AI
- Internshala
- Fellowship.ai
- Forage Virtual Internships
- Practicum Digital Virtual Internships
- Google Internships+
- Work At A Startup Internships
- Indeed
- 10 Academy
- Open Data Science
- freeCodeCamp
- Google AI
- fast.ai
- Workera - Personalized Data-AI Skills Transformation
- KDnuggets - Machine Learning, Data Science, Big Data, Analytics
- The Ultimate guide to AI, Data Science & Machine Learning, Articles, Cheatsheets and Tutorials ALL in one place
- Data Science and Machine Learning Cheat Sheets and Projects 2021
- Cheatography - Over 4,000 Free Cheat Sheets, Revision Aids and Quick References!
- Machine Learning Cheat Sheets - Stanford
- Polo Club of Data Science - scalable, interactive, and interpretable tools that amplify human's ability to understand and interact with billion-scale data and machine learning models
- 65+ Free Data Science Resources for Beginners
- Library of computer science, maths, statistics, probability, artificial intelligence, ...
- Python, Data Analysis and Software Engineering courses
- Python Programming Tutorials by Tech With Tim
- Free google cloud courses
- Ace your data science interview
- 10 Academy's Self Learning Resources
- Learn Datascience for Free
- Getting Started with Machine Learning
- Free AI resources
- The incredible PyTorch - Pytorch tutorials, projects, libraries, videos, papers, books
- Hitchhiker's Guide to Data Science for Social Good
- Build-your-own-x
- Bird's Eye View of The Machine Learning Workflow - Elite Data Science
- AI Expert Roadmap
- The Artificial Intelligence Wiki
- DATA SCIENCE PIPELINE BASICS
- The mostly complete chart of Neural Networks, explained
- CNN Explainer - Learn Convolutional Neural Network (CNN) in your browser!
- GAN Lab - Play with Generative Adversarial Networks (GANs) in your browser!
- A step-by-step guide for creating an authentic data science portfolio project
- Beginners Learning Path for Machine Learning
- 10 Free Data Visualization Tools
- Easy step-by-step Tensorflow Tutorials
- A beginner's guide to web scraping with Python
- Visual Explanation of Backpropagation Algorithm
- Configuring Google Colab Like A Pro
- How to Build a Stunning Interactive Dashboard within 10 Minutes using Google Data Studio
- 10 Python Data Visualization Libraries for Any Field | Mode
- TensorFlow Beginners Tutorial
- Kavita’s Articles about text mining, text classification, NLP, neural embeddings and related issues