Playlist Page

Data Science Tutorials – All in One

Data Science Tutorials – All in One Includes Machine Learning — Andrew Ng, Stanford University [FULL COURSE] Mining Massive Datasets – Stanford University Natural Language Processing – Coursera (FULL) | University of Michigan Text Mining and Analytics by ChengXiang Zhai

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Essence of Linear Algebra – 3Blue1Brown

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Mindfulness for Anxiety and Stress

Mindfulness has been shown to be very beneficial. In this guided mindfulness meditation you can learn to be completely present in the moment, letting go of your thoughts and achieving calmness.

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Deep Learning for Computer Vision (Andrej Karpathy, OpenAI)

The talks at the Deep Learning School on September 24/25, 2016 were amazing. I clipped out individual talks from the full live streams and provided links to each below in case that’s useful for people who want to watch specific

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Friendly Introduction to Machine Learning

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A friendly introduction to Recurrent Neural Networks

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RNN and LSTM

A gentle walk through how they work and how they are useful, along with some other useful resources. Some other helpful resources: RNN and LSTM slides: http://bit.ly/2sO00ZC Luis Serrano’s Friendly Intro to RNNs: https://youtu.be/UNmqTiOnRfg How neural networks work video: https://youtu.be/ILsA4nyG7I0

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Convolutional Neural Networks for Visual Recognition – Stanford

  Prerequisites and Prework Is Machine Learning Crash Course right for you? Please read through the following Prerequisites and Prework sections before beginning Machine Learning Crash Course, to ensure you are prepared to complete all the modules.  

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Neral Networks – Introduction

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Fourier Tranform

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