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Learning ResourcesMachine Learning

What are the best books, blogs, links for reading about AI and Machine Learning?

11

Options
Considered

11

User
Recs.

Nov 3, 2022

Last
Updated

11 Options Considered

Best books, blogs, links for reading about AI and Machine Learning	Price	Languages	Features
-- Udacity	-	HTML, CSS, JavaScript, Java, Python, Swift, SQL, R	Editor, progress saver, forum, video tutorials
-- Machine Learning - MIT Press	$15.95	-	-
-- MLOps Engineer Certifications and Career Outlook	Read Here	-	-
-- Data Scientist Skills	Read Article	-	-
-- Maths for Machine Learning ( Basic Guide )	Read Here	-	-

Udacity

Top Pro

Actual feedback on coding projects

You get actual feedback from developers on your code, which is useful. Yes having your sites/apps do what it is supposed to do is important, but you need feedback to learn industry standards/best practices and other gotchas that are much harder to learn on your own. See More

Top Con

Nanodegrees are expensive

Udacity is quite expensive at $200/month if you want to do a nanodegree. See More

Specs

Languages:HTML, CSS, JavaScript, Java, Python, Swift, SQL, R

Features:Editor, progress saver, forum, video tutorials

Top Pro

Courses are easy to understand

Top Pro

Offers Nanodegrees

Udacity offers a few different Nanodegrees which provide access to various different courses, project reviews and coaching support for $200/month. Current options include Front End Web Developer, Data Analyst and Android Developer. See the full list here. See More

Top Pro

Courses taught by industry professionals

Top Pro

All courses are self-paced

Courses are always made available which means there is no waiting for the specific course you want to run. You can work through the courses as fast or as slow as you want. See More

Machine Learning - MIT Press

RickZeeland's Experience

Now on offer on Humble Bundle with 23 other ebooks for only €18.25 https://www.humblebundle.com/books/essential-knowledge-computers-and-tech-mit-press-books See More

MLOps Engineer Certifications and Career Outlook

Top Pro

Beginner friendly

kanger dev's Experience

Suitable Career Paths for Machine Learning Learners See More

Data Scientist Skills

kanger dev's Experience

Machine Learning and Deep Learning See More

Maths for Machine Learning ( Basic Guide )

kanger dev's Experience

Essential Concepts See More

kanger.dev - Data Science Stack

Basic Statistics for Data Science

TensorFlow for Machine Learning (Beginners Guide)

Machine Learning for Finance

deeplearning.ai

Superintelligence: Paths, Dangers, Strategies

Top Pro

Great overview of the challenges of AI

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