AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Tutorials
Please know that only the code contained in this repository is under the MIT license found at "LICENSE." All tutorials, articles, and books listed in this repository are property of Towards AI, Inc.
Please feel free to contribute. We'll review your pull requests ad-hoc. If you'd like to work with one of our data scientists in an editorial tutorial, please reach out via editor@towardsai.net and cc: pub@towardsai.net.
To contribute directly to Towards AI, check out our guidelines to get published.
Join our AI community.
If you'd like to support Towards AI, please support us by buying one of our books (listed below), sponsoring this open-source work.
Thank you for reading and for being a supporter of Towards AI!
Access any tutorial for free.
Machine Learning Algorithms For Beginners with Code Examples in Python
Neural Networks from Scratch with Python Code and Math in Detail— I
Building Neural Networks with Python Code and Math in Detail — II
Natural Language Processing (NLP) with Python — Tutorial
Monte Carlo Simulation An In-depth Tutorial with Python
Survival Analysis with Python Tutorial — How, What, When, and Why
Moment Generating Function for Probability Distribution with Python
Bernoulli Distribution — Probability Tutorial with Python
Recommendation System Tutorial with Python using Collaborative Filtering
Linear Algebra for Deep Learning and Machine Learning (ML) Python Tutorial
Principal Component Analysis (PCA) with Python Examples — Tutorial
Decision Trees in Machine Learning (ML) with Python Tutorial
Convolutional Neural Networks (CNNs) Tutorial with Python
Sentiment Analysis (Opinion Mining) with Python - NLP Tutorial
Gradient Descent for Machine Learning (ML) 101 with Python Tutorial
Random Number Generator Tutorial with Python
Genetic Algorithm (GA) Introduction with Example Code
K-Nearest Neighbors (KNN) Algorithm Tutorial — Machine Learning Basics
What is a GPU? Are GPUs Needed for Deep Learning?
Books
Descriptive Statistics for Data-driven Decision Making with Python
Sponsors
Big thank you to C4H3I LLC for sponsoring us in June, 2022!