Tuesday, 27 February 2018

Self Driven Data Science — Issue #37

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JupyterLab is Ready for Users

JupyterLab is an interactive development environment for working with notebooks, code and data. Most importantly, JupyterLab has full support for Jupyter notebooks. Additionally, JupyterLab enables you to use text editors, terminals, data file viewers, and other custom components side by side with notebooks in a tabbed work area.

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Building a Deep Neural Net In Google Sheets

Check out this very cool project showing that Deep Convolutional Neural Nets aren’t nearly as intimidating as they sound by implementing one in a simple spreadsheet.

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The Best Data Scientists Aren’t Being Discovered

What do AI-savvy companies do differently? The author aims to answer this question as he dives into how top tech companies go about recruiting talented data scientists.

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Building a Deep Neural Network to play FIFA 18

Artificial Intelligence bots in gaming used to be built by hand-coding a bunch of rules that impart game-intelligence. Now with the use of deep learning techniques, taking on a project like this is more accessible than ever.

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The Random Forest Algorithm

This article serves as an in-depth look at one of the most popular machine learning algorithms out there. Random Forest is a flexible, easy to use machine learning algorithm that produces, even without hyper-parameter tuning, can produce great results.

Source: xkcd

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Thanks for reading and have a great day!

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