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Duc Doan's Projects

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Public material for CS109

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Public Repository for cs109a, 2017 edition

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AC-209b: Advanced topics in Data Science course tought at Harvard - Spring semester 2017

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Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

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Exercises for the book Artificial Intelligence: A Modern Approach

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Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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

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AWS SageMaker / API-Gateway / lambdaを使ったサーバーレスな機械学習アプリケーション

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CapsLayer: An advanced library for capsule theory

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A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

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Classification and Regression Trees (CART) in python from scratch.

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📚 Solutions to Introduction to Algorithms Third Edition

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Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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Shell script to scrape Harvard CS109 (Intro to Data Science) lecture videos

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Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

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General Assembly's Data Science course in Washington, DC

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:bar_chart: Path to a free self-taught education in Data Science!

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