Ask HN: Starting machine learning? Books, videos and other resources
9 comments
Two that I have enjoyed:
1. "Machine Learning" - Murphy
It's a classic and a rigorous introduction to the subject. It focuses on theory over implementation so it's more for developing a principled understanding of machine learning fundamentals than for getting you up to speed with modern tools necessary for solving real problems.
2. "Neural Networks and Deep Learning" - Nielson
This is a free online book that is very accessible and engaging. It covers basic theory and implements examples in Python.
1. "Machine Learning" - Murphy
It's a classic and a rigorous introduction to the subject. It focuses on theory over implementation so it's more for developing a principled understanding of machine learning fundamentals than for getting you up to speed with modern tools necessary for solving real problems.
2. "Neural Networks and Deep Learning" - Nielson
This is a free online book that is very accessible and engaging. It covers basic theory and implements examples in Python.
Do you know about Coursera Machine Learning Course:- https://www.coursera.org/learn/machine-learning
I created a video course aimed at ML enthusiasts with software experience. It introduces Google's TensorFlow library, walks through code examples, and tries intuitively explain some of the statistics. https://www.packtpub.com/big-data-and-business-intelligence/...
But I also agree with other posters that you should study fundamental statistics first.
But I also agree with other posters that you should study fundamental statistics first.
Start by learning statistics.
http://www-bcf.usc.edu/~gareth/ISL/
Here's a few resources:
Free Machine Learning Books: https://hackerlists.com/free-machine-learning-books/
Beginner Machine Learning Courses: https://hackerlists.com/beginner-ml-courses/
Tensorflow Resources - https://hackerlists.com/tensorflow-resources/
Free Machine Learning Books: https://hackerlists.com/free-machine-learning-books/
Beginner Machine Learning Courses: https://hackerlists.com/beginner-ml-courses/
Tensorflow Resources - https://hackerlists.com/tensorflow-resources/
Came here to ask the same question. I'm a seasoned dev and UX designer. Really interested in where i can use design thinking with machine learning and needed a few starting points.
Besides tutorials and books, are there friendly communities for novices? Any interesting libraries to jump start projects?
Besides tutorials and books, are there friendly communities for novices? Any interesting libraries to jump start projects?
I have just created an article where I have collected the best AI resources I could find:
http://blog.digitalmind.io/post/artificial-intelligence-reso...
http://blog.digitalmind.io/post/artificial-intelligence-reso...
Machine Learning Recipes with Josh Gordon
A series of videos baked by Google Developers' YouTube channel
https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryalCheck Udacity, Coursera and Edx.
Andrew Ng's course is a nice one.
Andrew Ng's course is a nice one.
I'm a seasoned software developer, worked with things like C#, Ruby, Go, Javascript, Elixir throughout the years.
Never touched machine learning, but eager to get started.
How would you recommend a developer start diving into machine learning?
Any paid for video resources or books?