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I write 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 machine learning and deep learning on Zero to Mastery.

I've authored three books:

  • Charlie Walks - a sci-fi/romance/philosophical novel about a machine learning engineer who wants to be a writer.
  • learntensorflow.io - a 50,000+ word online (and free) book that teaches you TensorFlow and Deep Learning in a beginner-friendly, code-first way.
  • learnpytorch.io - the internet's most beginner-friendly way to learn PyTorch for deep learning.

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

Find me elsewhere online:

Daniel Bourke's Projects

aind-cv-facialkeypoints icon aind-cv-facialkeypoints

AIND, computer vision capstone project. This repo contains starting code and my implementation of additional code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.

aind-machine-translation icon aind-machine-translation

The code and other files related to the Udacity Artificial Intelligence Nanodegree Machine Translation project.

aind-nlp icon aind-nlp

Materials relating to the Udacity AIND NLP classes.

aind-vui-capstone icon aind-vui-capstone

Code and other files related to the Udacity Artificial Intelligence Nanodegree Deep Neural Network Speech Recognizer.

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

cnn-explainer icon cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

corpora icon corpora

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

docs icon docs

TensorFlow documentation

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

food-not-food icon food-not-food

Machine Learning powered app to decide whether a photo is food or not.

html-search-bar icon html-search-bar

Simple HTML search bar to search through a JavaScript array of JSON.

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

lavis icon lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

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