diff --git a/README.md b/README.md index f430b75..ecc4b3a 100644 --- a/README.md +++ b/README.md @@ -4,8 +4,8 @@ A curated list of resources for learning about data mining, data analytics, mach ## Table of Contents - [Overviews of Data Analytics](#overviews-of-data-analytics) -- [Podcasts](#Podcasts) - [Books](#books) +- [Podcasts](#Podcasts) - [Case Studies, Use Cases, Blogs, Papers](#case-studies-use-cases-blogs-papers) - [Data Analytics Process](#data-analytics-process) - [Models and Algorithms](#models-and-algorithms) @@ -16,7 +16,7 @@ A curated list of resources for learning about data mining, data analytics, mach - [Software Engineering for Data Science](#software-engineering-for-data-science) - [Misc](#misc) -## Books +# Books - [Deep Learning - The Straight Dope](http://gluon.mxnet.io/#) - [Reinforcement Learning: An Introduction](http://www.incompleteideas.net/book/the-book-2nd.html) @@ -26,6 +26,12 @@ A curated list of resources for learning about data mining, data analytics, mach - [Seeing Theory - A visual introduction to probability and statistics](https://seeing-theory.brown.edu/index.html) - [Interpretable Machine Learning. A Guide for Making Black Box Models Explainable.](https://christophm.github.io/interpretable-ml-book/) +## Popular Press Books + +- [Rebooting AI: Building Artificial Intelligence We Can Trust](https://www.amazon.com/Rebooting-AI-Building-Artificial-Intelligence-ebook/dp/B07MYLGQLB). Gary Marcus. 2019. [Commentary by Matt Turck.](https://mattturck.com/marcus) +- [The AI Advantage: How to Put the Artificial Intelligence Revolution to Work (Management on the Cutting Edge)](https://www.amazon.com/Advantage-Artificial-Intelligence-Revolution-Management/dp/0262039176). Thomas H. Davenport. 2018. +- [Applied Artificial Intelligence: A Handbook For Business Leaders](https://www.amazon.com/Applied-Artificial-Intelligence-Handbook-Business/dp/0998289027). Mariya Yao. 2018. + # Podcasts - [O'Reilly Data Show ](https://www.oreilly.com/topics/oreilly-data-show-podcast)