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Capri Granville's Blog – February 2018 Archive (8)

Free Guide: Interpretable Machine Learning

A Guide for Making Black Box Models Explainable, by Christoph Molnar.

Preface

Machine learning has a huge potential to improve products, processes and research. But machines usually don’t give an explanation for their predictions, which hurts trust and creates a barrier for the adoption of machine learning. This book is about making machine learning models and their decisions interpretable.

Machine learning models are already used to choose the best…

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Added by Capri Granville on February 26, 2018 at 5:30pm — No Comments

Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets

This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additional cheat sheets can be found here and here. Below is a screenshot (extract from the data…

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Added by Capri Granville on February 26, 2018 at 5:30pm — No Comments

Which Programming Language to Choose?

Great infographics on how to choose the right language for you to learn. Originally posted here.…

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Added by Capri Granville on February 26, 2018 at 5:30pm — No Comments

Book: Artificial Intelligence with Python

Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you.

About This Book

  • Step into the amazing world of intelligent apps using this comprehensive guide
  • Enter the world of Artificial Intelligence, explore it, and create your own applications
  • Work through simple yet insightful examples that will get you up and running with Artificial Intelligence in no time

Who This Book Is…

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Added by Capri Granville on February 22, 2018 at 7:00pm — No Comments

Book: The Master Algorithm

Full title: The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World – February 13, 2018.

About the Author…

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Added by Capri Granville on February 16, 2018 at 7:00pm — No Comments

Book: Blockchain Basics

In 25 concise steps, you will learn the basics of blockchain technology. No mathematical formulas, program code, or computer science jargon are used. No previous knowledge in computer science, mathematics, programming, or cryptography is required. Terminology is explained through pictures, analogies, and metaphors.

This book bridges the gap that exists between purely technical books about the blockchain and purely business-focused books. It does so by explaining both the technical…

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Added by Capri Granville on February 16, 2018 at 7:00pm — No Comments

Your Journey to Data Science Maturity (by Kirk Borne)

Great, short visual summary produced by Kirk Borne. Highlights:

  • Computational
  • Ask the right questions
  • Design thinker
  • Willingness to fail
  • Participate in competitions
  • Team sport
  • Data storyteller
  • Consulting…
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Added by Capri Granville on February 15, 2018 at 9:00am — No Comments

AI: Robots Helping Each Other (Nice Video)

Interesting video by Boston Dynamics about robots helping each other to open a door. Maybe next time it will be about robots fighting against each other. Think about two armies at war against each other, with each soldier (a robot) collaborating with his team to fight the enemy (consisting of robots as well.) You could make a movie out of it!

A more peaceful example of applications is driver-less cars. These cars could cooperate together to optimize everyone's commute, unlike human…

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Added by Capri Granville on February 14, 2018 at 4:30pm — No Comments

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