Time series is the fastest growing category of data out there! It’s a series of data points indexed in time order.

Often, a time series is a sequence taken at successive equally spaced points in time. In this video, Siraj Raval covers 8 different time series techniques that will help us predict the price of gold over a period of 3 years.

Code for this video https://github.com/llSourcell/Time_Series_Prediction

Siraj Raval breaks down 7 ways that anyone can earn money from anywhere in the world using machine learning. We”ll start by taking a look at whats called the “AI Value Chain” to learn who is currently making money in machine learning so that we can better chart out where we can contribute to the space. From startups, to competitions, to writing books, he covers a lot of material in this one video.

Interpreting what neural networks are doing is a tricky problem. In fact, they are often referred to as a “black box.”

In this video Arxiv dives into the approach of feature visualization. From simple neuron excitation to the Deep Visualization Toolbox and the Google DeepDream project.

Watch to open up that black box!