- Discover the ecosystem for Python machine learning.
- Crash Course in Python for Machine Learning Developers
- Python Ecosystem for Machine Learning
- Python is the Growing Platform for Applied Machine Learning
- Discover how to work through problems using machine learning in Python.
- Your First Machine Learning Project in Python Step-By-Step
- Python Machine Learning Mini-Course
- Machine Learning Mastery With Python (my book)
You can see all Python machine learning posts here
15 Artificial Intelligence Books You Should Read
Astar Pathfinding Algorithm Explained With Python
Artificial Intelligence: A Modern Approach
The Generic Frame Protocol
Learn to Build Machine Learning Services, Prototype Real Applications, and Deploy your Work to…
Launch with AI in 1 week or less – Towards Data Science
Introductory Guide to Artificial Intelligence – Towards Data Science
Watching Modern AI Methods in Action – Towards Data Science
Introduction to Graphs
Graph Algorithms
awesome-machine-learning/books.md at master
⭐ Machine Learning in Python Step by Step
Machine Learning from First Principles
4 Machine Learning Techniques with Python
Top 10 Machine Learning Algorithms
How To Load Machine Learning Data in Python
Understand Your Machine Learning Data With Descriptive Statistics in Python
Visualize Machine Learning Data in Python With Pandas
Feature Selection For Machine Learning in Python
Evaluate the Performance of Machine Learning Algorithms
Metrics To Evaluate Machine Learning Algorithms in Python
Machine Learning in Python
Automated Machine Learning in Python
awesome-machine-learning
Machine Learning with Python: A Practical Introduction
Machine Learning Crash Course
Machine Learning Resources
Stock Prediction in Python – Towards Data Science
Common Patterns for Analyzing Data – Towards Data Science
Dealing with Imbalanced Classes in Machine Learning
Machine Learning Rules in a Nutshell – Towards Data Science
Markov Chain Monte Carlo in Python
Part of Speech Tagging with Hidden Markov Chain Models
Building Prediction APIs in Python (Part 1) Series Introduction & Basic Example
A Tour of The Top 10 Algorithms for Machine Learning Newbies
Dive into PCA (Principal Component Analysis) with Python
Data Correlation can make or break your Machine Learning Project
Manage your Machine Learning Lifecycle with MLflow — Part 1.
The 4 Machine Learning Skills You Won’t Learn in School or MOOCs
The Beginner’s self-starter guide to ML – Predict – Medium
The Secret to Mastering ML – Technomancy – Medium
Model Evaluation & Selection — I – Heartbeat
Designing AI Solving Snake with Evolution – Becoming Human Artificial Intelligence Magazine
Why businesses fail at machine learning – Hacker Noon
Explain machine learning to someone who has made a “hello world” (pt. 1)
Precision vs Recall – Towards Data Science
How to Update Your Scikit-Learn Code for 2018
Spot-Check Classification Machine Learning Algorithms in Python with scikit-learn
How To Compare Machine Learning Algorithms in Python with scikit-learn
How To Prepare Your Data For Machine Learning in Python with Scikit-Learn
A Gentle Introduction to Scikit-Learn: A Python Machine Learning Library
Scikit-Learn A silver bullet for basic machine learning
An Introduction to Scikit Learn The Gold Standard of Python Machine Learning
Boosting with AdaBoost and Gradient Boosting – The Making Of… a Data Scientist – Medium
An Introduction to the Bootstrap Method
Discretisation Using Decision Trees – Towards Data Science
Building & Improving a K-Nearest Neighbors Algorithm in Python
A brief Introduction to Support Vector Machine – Towards Data Science
Understanding SVMs’ For Image Classification – DataTurks Data Annotations Made Super Easy – Medium
Support Vector Machine — Introduction to Machine Learning Algorithms
Support Vector Machines Part 1 – Gunjan Chhablani – Medium
Optimizing Neural Networks where to Start
How to build your own Neural Network from scratch in Python
The Beginner's Guide to Gradient Descent – Towards Data Science
Improving the Performance of a Neural Network – Towards Data Science
Coding Neural Network — Parameters’ Initialization – Towards Data Science
How to build your own Neural Network from scratch in Python
A guide to an efficient way to build neural network architectures- Part II Hyper-parameter…
Learning to optimize a Neural Net – Rik – Medium
Gradient Descent — Demystified – Towards Data Science
Genetic Algorithms + Neural Networks = Best of Both Worlds
Understanding Genetic Algorithms - Solving a Battleship Board Game as an Optimization Problem
Let’s build a simple Neural Net! – Becoming Human Artificial Intelligence Magazine
Let’s code a Neural Network in plain NumPy – Towards Data Science
Batch normalization in Neural Networks – Towards Data Science
Coding Neural Network — Regularization – Towards Data Science
Linear Regression from Scratch with Python
Spot-Check Regression Machine Learning Algorithms in Python with scikit-learn
The Logistic Regression Algorithm – Towards Data Science
Logistic Regression using Python (scikit-learn) – Towards Data Science
Linear Regression Model – DITI MODI – Medium
From Scratch Bayesian Inference Markov Chain Monte Carlo and Metropolis Hastings in Python
What’s so naive about naive Bayes’ – Towards Data Science
Introduction to Bayesian Networks – Towards Data Science
Evolution of a salesman A complete genetic algorithm tutorial for Python
Genetic Algorithm Implementation in Python – Towards Data Science
Reinforcement Learning Q Learning with Decision Trees
Reinforcement Learning Rl 101 with Python
Reinforcement Learning with Python
Reinforcement Learning — Part 1 – Hacker Noon
Diving deeper into Reinforcement Learning with Q-Learning
Understanding Q-Learning, the Cliff Walking problem
Reinforcement Learning With Python — AI – Rinu Gour – Medium
RL— Introduction to Deep Reinforcement Learning – Jonathan Hui – Medium
Improvements in Deep Q Learning Dueling Double DQN, Prioritized Experience Replay, and fixed…
Spinning Up a Pong AI With Deep Reinforcement Learning
How to train Machine Learning models in the cloud using Cloud ML Engine
Automated Machine Learning on the Cloud in Python – Towards Data Science
(Another MNIST)
Wine Ratings Prediction using Machine Learning – Towards Data Science
Cracking the handwritten digits recognition problem with Scikit-learn
A Complete Machine Learning Walk-Through in Python Part Two
A Complete Machine Learning Walk-Through in Python Part Three
Machine Learning Kaggle Competition Part One Getting Started
A Complete Machine Learning Walk-Through in Python Part One
Predicting the Survival of Titanic Passengers – Towards Data Science
Machine Learning the Myth of Titanic – Jane Yin – Medium
Some Essential Hacks and Tricks for Machine Learning with Python
Best (and Free!!) Resources to understand Nuts and Bolts of Deep learning
19 Incredibly Useful Websites You’ll Wish You Knew Earlier
6 AI Subscriptions to keep you Informed – Becoming Human Artificial Intelligence Magazine
Introduction to Monte Carlo Tree Search the Game Changing Algorithm Behind Deepminds Alphago
Hands on with Unsupervised Learning
data
How to do Unsupervised Clustering with Keras – Chengwei Zhang – Medium
Hyperparameter Optimization with Keras – Towards Data Science