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Making developers awesome at machine learning

Making Developers Awesome at Machine Learning

- Get Started
- Blog
- Topics
- Attention
- Better Deep Learning
- Calculus
- ChatGPT
- Code AlgorithmsImplementing machine learning algorithms from scratch.
- Computer Vision
- Data Preparation
- Deep Learning (keras)Deep Learning
- Deep Learning with PyTorch
- Ensemble Learning
- Foundations of Data Science
- GANs
- Hugging Face Transformers
- Neural Net Time SeriesDeep Learning for Time Series Forecasting
- NLP (Text)
- Imbalanced Learning
- Intermediate Data Science
- Intro to Time Series
- Intro to Algorithms
- Linear Algebra
- LSTMsLong Short-Term Memory Networks
- OpenCV
- Optimization
- Probability
- Python (scikit-learn)
- Python for Machine Learning
- R (caret)
- Stable Diffusion
- Statistics
- Weka (no code)
- XGBoost
- eBooks
- FAQ
- About
- Contact
-

Making developers awesome at machine learning

Making Developers Awesome at Machine Learning

- Get Started
- Blog
- Topics
- Attention
- Better Deep Learning
- Calculus
- ChatGPT
- Code AlgorithmsImplementing machine learning algorithms from scratch.
- Computer Vision
- Data Preparation
- Deep Learning (keras)Deep Learning
- Deep Learning with PyTorch
- Ensemble Learning
- Foundations of Data Science
- GANs
- Hugging Face Transformers
- Neural Net Time SeriesDeep Learning for Time Series Forecasting
- NLP (Text)
- Imbalanced Learning
- Intermediate Data Science
- Intro to Time Series
- Intro to Algorithms
- Linear Algebra
- LSTMsLong Short-Term Memory Networks
- OpenCV
- Optimization
- Probability
- Python (scikit-learn)
- Python for Machine Learning
- R (caret)
- Stable Diffusion
- Statistics
- Weka (no code)
- XGBoost
- eBooks
- FAQ
- About
- Contact
-

## Home

# We help developers like you skip years ahead. Discover how to get better results, faster.

I’m Jason Brownlee, Ph.D. and I help developers like you skip years ahead. Get my **Free eBook** and accelerate your next project (and access to my exclusive email course)!

Send Me the Free eBook!

## Quick Start
Guides

Discover the shortest path to a result.

#### Top Guides

- How to get started
- Understanding algorithms
- Time series forecasting

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## Latest
Tutorials

Save weeks of searching and debugging.

#### Top Tutorials

- How to install everything
- Your first complete project
- Your first neural network

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## eBook
Catalog

Get years of experience in a PDF.

#### Top Sellers

- Master Machine Learning Algos
- Machine Learning With Python
- Deep Learning With Python

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## What Our Users Have to Say

- > *“Your site has boosted my growth as an aspiring Data Scientist. The tutorials are clear, engaging, and have made complex topics much more approachable. It’s a great resource for anyone looking to build a strong foundation in data science.”*

David Dalisay

Data Scientist
- > *“Machine Learning Mastery books have been my go-to resource for years. They make complex machine learning topics approachable, with clear explanations and practical examples. As a clinician teaching data science, I’ve relied on these affordable, easy-to-read guides to build my skills and help others do the same. Highly recommended!”*

Robert Hoyt, MD

Physician Data Scientist
- > *“This site has transformed the way I approach machine learning projects. The tutorials are clear and easy to follow. It’s a must-have for anyone serious about mastering machine learning.”*

Vidhi Chugh

AI Researcher
- > “**Machine Learning Mastery became a “one stop shop” that allowed me to successfully build models without spending years learning mathematics and theory.* “*

James Carmichael, PhD

ML Engineer

## Most Popular eBooks
Get the Free eBook!

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## Meet Our Experts

Bringing together industry insights and expertise, our team delivers content that empowers your learning journey. Trust in our experts to guide you through the ever-evolving world of machine learning.

#### Jason Brownlee, Ph.D.

Founder

*Jason is the founder of Machine Learning Mastery and a seasoned machine learning practitioner. With a PhD in artificial intelligence, he has authored numerous books on machine learning and deep learning, making complex topics accessible to developers worldwide.*

#### Adrian Tam, Ph.D.

Editor in Chief

*Adrian is a data scientist and software engineer with expertise in mathematical models and machine learning. He has developed commercial models for time series prediction, risk analysis, NLP, recommender systems, and computer vision.*

#### Estephania Cristina, Ph.D.

Editor

*Cristina is an expert in computer vision and image processing, with a focus on human-computer interaction and 3D reconstruction. Her research includes innovative algorithms for eye-gaze tracking, contributing to leading conferences and journals.*

#### Kanwal Mehreen

Technical Editor & Content Specialist

*Kanwal is a machine learning engineer and technical writer with a passion for AI in medicine. A Google Generation Scholar and FEMCodes founder, she co-authored “Maximizing Productivity with ChatGPT” and champions diversity in STEM.*

## Latest Tutorials

### The Complete AI Agent Decision Framework

Vinod Chugani

A systematic framework for choosing the right AI agent framework and pattern for your specific…

### Mastering JSON Prompting for LLMs

Nahla Davies

Learn how to control LLM outputs using JSON prompting with schema design, Python implementation, and…

### 5 Essential Python Scripts for Intermediate Machine Learning Practitioners

Bala Priya C

In this article, you will learn how five focused Python scripts can automate repetitive parts…

### Datasets for Training a Language Model

Adrian Tam

A language model is a mathematical model that describes a human language as a probability…

### Building ReAct Agents with LangGraph: A Beginner’s Guide

Vinod Chugani

Build ReAct agents with LangGraph using hardcoded logic and LLM-powered reasoning to create adaptive AI…

### Expert-Level Feature Engineering: Advanced Techniques for High-Stakes Models

Iván Palomares Carrascosa

Explore three expert-level feature engineering techniques for building robust, interpretable machine learning models in high-stakes…

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Machine Learning Mastery is part of Guiding Tech Media, a leading digital media publisher focused on helping people figure out technology. Visit our corporate website to learn more about our mission and team.

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