13 Free Sites to Get an Introduction to Machine Learning

13 Free Sites to Get an Introduction to Machine Learning

Its one of those buzzwords that we’ve all heard whether we’re programmers or not: Machine Learning. Unlike other trends in the past, Machine Learning isn’t a fad, it really is the future.

As AIs become more and more sophisticated, programmers need to get up to speed on what it is, how it works, and the latest trends in the field. Fortunately, these 13 free resources offer an excellent introduction to machine learning so you can get started with some basic machine learning tutorials right away.

Before you begin to study the machine learning basics, make sure you’re familiar with the python scripting language. It is the most popular scripting language for data science and machine learning and will be required to get the most out of these resources.

Don’t know python? Don’t worry, whatever programming or scripting language you are familiar with, picking up python shouldn’t be too difficult, as it is one of the more forgiving languages to learn. Read on through these resources and find out what specific topics you need to learn more about before continuing on, or just give it a go anyway—you might just learn a little python in the process.

These online texts and tutorials will give you a solid foundation in the topics, theories, and languages used in machine learning.

These are great machine learning tutorials for starting out in that Kaggle covers all the essentials you need to know about data science in order to get started with machine learning. Remember, machine learning is about training a machine on very large data sets, so knowing data science is an essential step in your introduction to machine learning.

This is easily one of the best “books” on python and machine learning you are going to find. If you aren’t all that hot with python just yet, spend time with this resource and you’ll be data-scrapping websites in no time. It also includes sample code to go along with the text material so you can refer to the sample work when needed.

An online text that provides an introduction to machine learning basics while also giving a primer of deep learning theory. This approach guides you through the implementation of the different concepts so be prepared to write a lot of code, but its an incredibly useful resource overall.

This is a great way to get into the meat and bones of machine learning—specifically deep learning, the kind that lets Netflix know what movies to recommend to you and how to identify the content of image files. If you’re ready to hit the ground running, this site is where you ought to be.

Deep Learning is put out by MIT Press and written by Ian Goodfellow, Yoshua Bengio, and Aaron Courville, and it is one of the best books you will ever find on deep learning. The publisher has made the book available for free as an HTML website, so make sure to bookmark it and work your way through the best text on deep learning out there.

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