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mrdbourke/README.md

Machine Learning Engineer who writes and make videos about machine learning, health and life.

My writing is like the voice in your head found a typewriter.

My videos are like a spartan warrior leanred to code.

I'm currently working on Nutrify an app where you can take a photo of food and learn about it.

I teach ML/AI at Zero to Mastery.

I've authored four books.

One novel:

  • Charlie Walks - a sci-fi/romance/philosophical novel about a machine learning engineer who wants to be a writer.

And three technical focused books (these are kind of living books as they get updated when necessary):

  • learnhuggingface.com - An end-to-end project style introduction to the Hugging Face ecosystem. Learn how to perform tasks such as fine-tuning LLMs in a hands-on way.
  • learnpytorch.io - The internet's most beginner-friendly way to learn PyTorch for deep learning.
  • learntensorflow.io - A 50,000+ word online (and free) book that teaches you TensorFlow and Deep Learning in a beginner-friendly, code-first way.

And many people have found my posts on machine learning helpful:

Find me elsewhere online:

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  1. pytorch-deep-learning pytorch-deep-learning Public

    Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

    Jupyter Notebook 17.3k 4.8k

  2. tensorflow-deep-learning tensorflow-deep-learning Public

    All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

    Jupyter Notebook 5.9k 2.8k

  3. zero-to-mastery-ml zero-to-mastery-ml Public

    All course materials for the Zero to Mastery Machine Learning and Data Science course.

    Jupyter Notebook 3.6k 3.7k

  4. machine-learning-roadmap machine-learning-roadmap Public

    A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

    7.8k 1.2k

  5. nutrify nutrify Public

    Take a photo of food and learn about it.

    Jupyter Notebook 191 37

  6. cs329s-ml-deployment-tutorial cs329s-ml-deployment-tutorial Public

    Code and files to go along with CS329s machine learning model deployment tutorial.

    Jupyter Notebook 616 190