Struggling to get your PyTorch model to train properly? The issue might be your loss function. Learn how to fix it with this beginner-friendly guide.
Daniel Bourke
Your smartwatch isn’t magic—it’s embedded ML! Discover how AI runs on tiny devices and learn to build smarter, faster, real-world tech. (With examples)
Daniel Bourke
Learn everything you need to know to become a Machine Learning Engineer, as well as how to get hired as one in 2025 with this step-by-step guide!
Daniel Bourke
Learn everything you need to know to become an AI Engineer, as well as how to get hired as one in 2025 with this step-by-step guide!
Daniel Bourke
Master the art of communicating and sharing your ML projects with practical strategies and tips for success. (With Clients, Team Leads, Team Mates and more!)
Daniel Bourke
Part 3 of our series on Deep Learning and Neural Networks with TensorFlow and Keras. Learn how to evaluate your model, make predictions, and deploy it!
Daniel Bourke
Learn to build and train a neural network from scratch. (Covering the Sequential model, Functional API, Base Model 0, and more - all with code examples!)
Daniel Bourke
Learn the essentials of setting up your environment, acquiring and preparing data, and transforming it into a TensorFlow dataset. (With code examples!)
Daniel Bourke
Learn how to shortcut and simplify the majority of Machine Learning tasks in this beginner Scikit-Learn tutorial (including my code and end-to-end workflow)!
Daniel Bourke
Learn matplotlib from scratch with this step-by-step guide using code examples. By the end, you'll be plotting like a pro and learn a few tricks along the way.
Daniel Bourke
Learn the core fundamentals for data manipulation with Pandas and Python (using code examples)!
Daniel Bourke
Interested in ML, Python, and large Datasets? In this intro guide to NumPy + Python, I break down the key features and commands, with code examples.
Daniel Bourke
Want to apply Machine Learning to your business problems but not sure if it will work or where to start? This 6-step guide makes it easy to get started today.
Daniel Bourke
Looking for the best machine learning projects to make your resume shine? Here are my top 10 recommendations (with 3 'can't miss' projects!)
Daniel Bourke
Looking to get hired in Machine Learning? Our ML expert tells you how. If you follow his 5 steps, we guarantee you'll land a Machine Learning job. No BS.
Daniel Bourke
Want to get started in machine learning but not sure which framework to choose? PyTorch vs. TensorFlow? Why not the one used by Facebook, Tesla, ChatGPT & more!
Daniel Bourke
PyTorch is one of the largest ML libraries available, so it's common to make mistakes when using it. Here are the top 3 user errors and how to fix them.
Daniel Bourke
Is Machine Learning difficult to learn? How much does it pay, and which framework should you use? Daniel Bourke answers these questions & more in this AMA.
Daniel Bourke
Daniel answers the most upvoted ZTM student community questions about how to get started in machine learning, freelancing, getting a machine learning job as a newbie/junior and much more.
Daniel Bourke
Daniel answers the most upvoted student Zero To Mastery community questions about life, careers and machine learning.
Daniel Bourke