Understand the Math and Theory of GANs in ~ 10 minutes
WelcomeAIOverlords
View ChannelAbout
My name is Zak Jost and I'm currently working as a Research Scientist at Amazon Web Services in the Seattle area. The point of this channel is to help people like you level up their Machine Learning skills. The current focus of this channel will be on Video lectures and Hands-on Screencasts. For lecture material, the focus is on stripping away unnecessary formality and shining a light on the key points to build your intuition. However, I am a firm believer that we learn best by doing, so the screencasts will compliment the lectures by walking you through building things from scratch. Outside of YouTube, I also provide long-form blogs as a textual compliment. To keep up with the content announcements across all outlets, you can subscribe to my Email List using the link below.
Latest Posts
Video Description
Join my Foundations of GNNs online course (https://www.graphneuralnets.com)! This video takes a deep dive into the math of Generative Adversarial Networks. It explains the optimization function, steps through an algorithm for solving it, and theoretically proves that solving it leads to the perfect Generative model. Part 1 of this series gave a high-level overview of how GANs work: https://youtu.be/3z8VSpBL6Vg My blog series on GANs: https://blog.zakjost.com/tags/generative-adversarial-networks/ The original paper from Ian Goodfellow: http://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf Mailing List: https://blog.zakjost.com/subscribe Discord Server: https://discord.gg/xh2chKX Blog: https://blog.zakjost.com Patreon: https://www.patreon.com/welcomeaioverlords
Boost Your GAN Learning Today
AI-recommended products based on this video
Freenove Ultimate Starter Kit for BBC micro bit (V2 Included), 316-Page Detailed Tutorial, 225 Items, 44 Projects, Blocks and Python Code
Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible
Laptop Sleeve Case 11–14 Inch MacBook Air MacBook Pro Surface Laptop Dell XPS 13 HP Envy Pavilion Lenovo Yoga Slim IdeaPad Acer Swift Chromebook Samsung Galaxy Book Shockproof Leather Bag Colour Blue
Charger for Dell Computer Inspiron XPS Laptop 65W 45W Power Supply AC Adapter for Dell-Inspiron 15-3000 15-5000 15-7000 11-3000 13-5000 13-7000 17-5000 XPS 13 Series 5559 5558 5755 5758 Laptop Charger
tomtoc 360° Protective Laptop Sleeve for 15-inch MacBook Air M4/A3241 2025, M3/A3114 2024, M2/A2941 2023, 15-inch MacBook Pro A1990 A1707, Dell XPS 15 Plus Laptop, Water-Resistant Computer Case Bag Global Recycled Standard
Replacement for Dell 130W Laptop Charger USB C - XPS 17 15 7590 9700 9500 9510 Precision 5560 3560 5540 5570 5550 3561 3550 5510 5520 Latitude 7410 7310 7210 Type C Computer AC Adapter Power Cord
Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Black
Logitech G203 Wired Gaming Mouse, 8,000 DPI, Rainbow Optical Effect LIGHTSYNC RGB, 6 Programmable Buttons, On-Board Memory, Screen Mapping, PC/Mac Computer and Laptop Compatible - Black
Logitech G305 LIGHTSPEED Wireless Gaming Mouse, Hero 12K Sensor, 12,000 DPI, Lightweight, 6 Programmable Buttons, 250h Battery Life, On-Board Memory, PC/Mac - Black
Logitech G502 HERO High Performance Wired Gaming Mouse, HERO 25K Sensor, 25,600 DPI, RGB, Adjustable Weights, 11 Programmable Buttons, On-Board Memory, PC / Mac, Black
Dell UltraSharp 24 Monitor - U2424H
Dell UltraSharp U2723QE 27" 4K UHD WLED LCD Monitor - 16:9 - Black, Silver EPEAT
Laplink PCmover Ultimate 11 - Migration of your Applications, Files and Settings from an Old PC to a New PC - Data Transfer Software - With Optional High Speed Ethernet Cable - 1 License
