Machine Learning with TensorFlow, ml5.js, and Spell

Overview

Explore machine learning techniques using TensorFlow, ml5.js, and Spell in this comprehensive 4.5-hour video series. Learn to train models in the cloud with TensorFlow and Python, then implement them in browser applications using ml5.js and TensorFlow.js. Discover how to use Spell, a powerful cloud-based platform for running machine learning experiments. Dive into practical projects including style transfer and text generation with LSTM, guided by guest experts Yining Shi and Nabil Hassein. Master cloud-based machine learning workflows and gain hands-on experience with cutting-edge AI technologies.

Syllabus

Introduction to Spell (for Machine Learning in the Cloud).
Style Transfer Part 1: Training a model with on Spell with Yining Shi.
Style Transfer Part 2: Real-Time Style Transfer with ml5.js with Yining Shi.
Text Generation with LSTM and Spell with Nabil Hassein.
Style Transfer using Spell with Yining Shi.
Text Generation using Spell with Nabil Hassein.