AI News, What is your favorite machine learning textbook?

What is your favorite machine learning textbook?

Here are some free books: 16 Free Machine Learning Books I’ve recently recognized the value of reading lots of different textbooks on a given topic.

I’m finding that ML is very much, “Well, this algorithm is basically that same as that, except we change ______.” He does a great job of mentioning additional aspects that weren’t talked about in the introductory books, and he does a great job of integrating various models into broader frameworks so that they seem a lot more related.

1. Introduction to Statistics

NOTE: This video was recorded in Fall 2017. The rest of the lectures were recorded in Fall 2016, but video of Lecture 1 was not available. MIT 18.650 Statistics ...

Keynote Talk: Model Based Machine Learning

The Academic Research Summit, co-organized by Microsoft Research and the Association for Computing Machinery, is a forum to foster meaningful discussion ...

Towards Machines that Perceive and Communicate

Kevin Murphy (Google Research) Abstract: In this talk, I summarize some recent work in my group related to visual scene understanding and "grounded" ...

Seminar 9: Surya Ganguli - Statistical Physics of Deep Learning

MIT RES.9-003 Brains, Minds and Machines Summer Course, Summer 2015 View the complete course: Instructor: Surya ..

Lecture - 1 Introduction to programming languages

Lecture Series on Programming Languages by Dr.S.Arun Kumar, Department of Computer Science & Engineering ,IIT Delhi. For more details on NPTEL visit ...

Statistical Aspects of Data Mining (Stats 202) Day 1

Google Tech Talks June 26, 2007 ABSTRACT This is the Google campus version of Stats 202 which is being taught at Stanford this summer. I will follow the ...

Machine learning at scale : Build 2018

AI/ML expert Paige Bailey takes you on a tour of the powerful services available on Azure. You'll see how to take your predictive model to production, ...

Data mining

Data mining (the analysis step of the "Knowledge Discovery in Databases" process, or KDD), an interdisciplinary subfield of computer science, is the ...

Speech recognition

In computer science and electrical engineering, speech recognition (SR) is the translation of spoken words into text. It is also known as "automatic speech ...