Synthetic intelligence (AI) is being talked about in every single place lately, and it impacts our lives whether or not we notice it or not. It will proceed to extend, so now’s a good time to study extra concerning the topic.
Listed below are some AI-related books that I’ve learn and advocate so that you can add to your 2020 studying record!
AI for People and Business by Alex Castrounis
A shameless plug provided that I wrote this e-book, though I consider it’ll present important worth to a wide-ranging viewers. It’s turning into crucial for enterprise leaders to know synthetic intelligence and machine studying at an applicable stage as a way to construct nice data-centric merchandise and options.
I wrote AI for Individuals and Enterprise for executives, managers, and non-technical people interested by leveraging AI efficiently inside their group, and to assist readers perceive the various advantages of AI for each individuals and enterprise. I additionally wrote the e-book for practitioners interested by a enterprise perspective round AI, and to supply simplified frameworks and fashions to assist readers perceive and clarify advanced ideas associated to AI.
Download chapter 1 totally free here!
The Master Algorithm by Pedro Domingos
The Grasp Algorithm presents an excellent historical past and overview of machine studying and AI for a non-technical or non-expert reader.
The e-book actually helps the reader perceive the various several types of algorithmic approaches to knowledge and computer-based studying and intelligence, together with the benefits and limitations of every algorithmic strategy. It additionally helps develop concepts and ideas round what is required for computer systems to really exhibit human-like intelligence, which is way more durable than most individuals notice.
The Hundred-Page Machine Learning Book by Andriy Burkov
The Hundred-Web page Machine Studying E-book offers a wonderful overview of machine studying for practitioners. The e-book covers most areas practitioner ought to learn about, and consists of an applicable quantity of principle and math with out being overly technical or mathematically rigorous.
I feel all practitioners ought to have this e-book on their bookshelf, and it could additionally profit non-practitioners that wish to take a deeper dive into all features of machine studying.
Machine Learning Yearning by Andrew Ng
Machine Studying Craving is a good e-book for practitioners. It’s just like the hundred-page machine studying e-book in its broad protection of machine studying and its utility to synthetic intelligence, however is written extra in a how-to or cookbook model.
The e-book can be written in a really logical order that intently mimics the everyday course of knowledge scientist or machine studying engineer would observe when engaged on an end-to-end machine studying venture, together with discussing related key concerns and tradeoffs.
Neural Networks and Deep Learning by Michael Nielsen (On-line E-book)
Neural Networks and Deep Studying is a very simple to learn and perceive on-line e-book particularly about neural networks and deep studying. It consists of lots of useful and nice wanting pictures, visualizations, and even movies.
I like the creator’s writing model and I feel that folks can study lots by studying this e-book.
Deep learning by Ian Goodfellow et al.
Deep studying is a good e-book on neural networks and deep studying that gives important technical rigor round these topics.
It was written primarily for college college students and software program engineers interested by studying extra about machine studying and synthetic intelligence, and is certainly not for these averse to arithmetic or statistics.
There you may have it — a studying record for anybody interested by studying extra about synthetic intelligence and AI-related topics in 2020.
I hope you take pleasure in!
Bio: Alex Castrounis is the creator of AI for People and Business and founding father of InnoArchiTech. He advises firms of all sizes and industries on utilizing knowledge science, synthetic intelligence, and machine studying to innovate and win! For the newest from Alex, subscribe to his newsletter and YouTube channel, observe him on Twitter and LinkedIn, and grab your FREE chapter from his e-book.
Original. Reposted with permission.