Getting Started with TensorFlow.js | Deep Learning for JavaScript Hackers (Part 0)

Learn the basic building blocks of TensorFlow.js and build your first (simple) model using JavaScript in the browser

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Machine Learning fundamentals | Machine Learning from Scratch (Part 0)

Learn basic concepts and tools to get better at applying Machine Learning to real-world problems

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Build a taxi driving agent in a post-apocalyptic world using Reinforcement Learning | Machine Learning from Scratch (Part VIII)

Learn how to build a self-driving taxi agent. Build an MDP from scratch and solve it using Q-learning in Python!

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Music artist Recommender System using Stochastic Gradient Descent | Machine Learning from Scratch (Part VII)

Learn how to build a Recommender System for music artists by implementing Stochastic Gradient Descent from scratch

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Fashion product image classification using Neural Networks | Machine Learning from Scratch (Part VI)

Learn how to process image data and classify fashion products by building a Neural Network from scratch in Python

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Movie review sentiment analysis with Naive Bayes | Machine Learning from Scratch (Part V)

Learn how to process text data. Create generic text classifier and predict the sentiment of IMDB movie reviews.

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Cryptocurrency price prediction using LSTMs | TensorFlow for Hackers (Part III)

Predict Bitcoin price using LSTM Deep Neural Network in TensorFlow 2

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Color palette extraction with K-means clustering | Machine Learning from Scratch (Part IV)

Find dominant colors in mobile UI screenshots using K-Means clustering in Python

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Heart Disease Prediction in TensorFlow 2 | TensorFlow for Hackers (Part II)

Classify heart disease from patient data using a Neural Network in TensorFlow 2

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Build your first Neural Network in TensorFlow 2 | TensorFlow for Hackers (Part I)

Can Deep Learning with TensorFlow and Keras make you more fashionable?

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