AI News, How to Start Learning Deep Learning

How to Start Learning Deep Learning

'Due to the recent achievements of artificial neural networks across many different tasks (such as face recognition, object detection and Go), deep learning has become extremely popular.

The slides for each lesson are also available, and even though the accompanying videos were removed from the official site, re-uploads are quite easy to find online.

If you don’t have the relevant math background: There is an incredible amount of free material online that can be used to learn the required math knowledge. Gilbert Strang’s course on linear algebra is a great introduction to the field.

In addition, learning classical machine learning and not only deep learning is important because it provides a theoretical background and because deep learning isn’t always the correct solution.

Both of these classes contain video lectures. Nando de Freitas also has a course available online which contains videos, slides and also a list of homework assignments.

NVIDIA cards are the industry standard, and while most research labs use $1000 dollar graphics cards, there are a few affordable cards that can also get the work done.

Machine Learning & Artificial Intelligence: Crash Course Computer Science #34

So we've talked a lot in this series about how computers fetch and display data, but how do they make decisions on this data? From spam filters and self-driving ...

But what *is* a Neural Network? | Deep learning, chapter 1

Subscribe to stay notified about new videos: Support more videos like this on Patreon: Or don'

How to Do Mathematics Easily - Intro to Deep Learning #4

Let's learn about some key math concepts behind deep learning shall we? We'll build a 3 layer neural network and dive into some key concepts that makes ...

The Complete MATLAB Course: Beginner to Advanced!

Get The Complete MATLAB Course Bundle for 1 on 1 help! Get the courses directly on Udemy

How to create an online course in 60 minutes (Tutorial)

Learn how to create and launch your first online course. You can also get free access to 100+ hours of course creation training at: In this ..

11. Introduction to Machine Learning

MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: Instructor: Eric Grimson ..

Anyone Can Be a Math Person Once They Know the Best Learning Techniques | Po-Shen Loh

Po-Shen Loh is a Hertz Foundation Fellow and Carnegie Mellon mathematics professor who thinks that history is a much harder subject than math. Do you ...

MIT 6.S094: Deep Reinforcement Learning for Motion Planning

This is lecture 2 of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017. This lecture introduces types of machine learning, the neuron as a ...