Let’s play guess the fake. Go! Um, that one. They’re both real, they’re balls. What?? Hello World, it’s Siraj! In this episode, we’re gonna talk about Generative Adversarial Networks. Deep Learning has done a lot for us, but it’s most incredible successes have involved discriminative models. Discriminative models are great… Continue Reading Generative Adversarial Nets – Fresh Machine Learning #2

Hello, and welcome! In this video, we will provide a high-level overview of convolution, and demonstrate how a convolutional neural network could learn to extract features. There are several ways to understand Convolutional Layers without digging too deep into the mathematics. Let’s explore some of the ideas proposed by the… Continue Reading Deep Learning with Tensorflow – Convolution and Feature Learning

If you’re like most beginners, trying to learn about Deep Learning feels like taking a drink from a firehose you’re hit with too much complicated info too quickly, and most of it ends up seeping out of your mind If you’re tired of all that, then you’re gonna love the… Continue Reading Deep Learning SIMPLIFIED: The Series Intro – Ep. 1

I think the most exciting technology breakthrough in the last few years has been the rise of the deep learning because with deep learning we can transform the healthcare system, agriculture to manufacturing to education to really almost every industry there is and there just aren’t enough people with the… Continue Reading Deep Learning Specialization by deeplearning.ai β€” Trailer

hello and welcome in this video we will provide an overview of the tensorflow library as well as the structure of a basic tensorflow application tensorflow is an open source library for creating large-scale machine learning applications it can model computations on a wide variety of hardware ranging from android… Continue Reading Deep Learning – TensorFlow’s Hello World

Yes I beat it, did that impress you? If i built an ai to beat this for me would that impress you Hello World, welcome to Sirajology! In this episode we’re going to build an AI to beat a bunch of Atari games. Games have had a long history of… Continue Reading Build a Game AI – Machine Learning for Hackers #3

Hello, and welcome! In this video, we will provide a brief overview of the structure and capabilities of the TensorFlow library. TensorFlow is an open source library developed by the Google Brain Team. It’s an extremely versatile library, but it was originally created for tasks that require heavy numerical computations.… Continue Reading Deep Learning with TensorFlow – Introduction to TensorFlow

Hello, and welcome! In this video, we will show you how to build a collaborative filtering based recommendation system using a Restricted Boltzmann Machine, and the TensorFlow library. To recommend items, this system will find users that are similar to each other based on their item ratings. Let’s download the… Continue Reading Deep Learning with Tensorflow – Recommendation System with a Restrictive Boltzmann Machine

Hello World, welcome to Sirajology! In today’s episode we’re going to talk about building an AI Artist. Art is the embodiment of the human experience, its a synthesis of all of our emotions and experiences in life. You might be asking yourself, is it really possible to build something that… Continue Reading Build an AI Artist – Machine Learning for Hackers #5