TensorFlow.js - Intelligence and Learning

Overview

Dive into the world of machine learning with JavaScript in this comprehensive video series on TensorFlow.js. Learn about tensors, variables, operations, and memory management before tackling practical coding challenges on linear and polynomial regression. Explore the Layers API in-depth and apply your knowledge to solve the XOR problem using TensorFlow.js. Gain hands-on experience with intelligence and learning concepts through engaging tutorials and coding exercises.

Syllabus

6.1: Introduction to TensorFlow.js - Intelligence and Learning.
6.2: TensorFlow.js: Tensors - Intelligence and Learning.
6.3: TensorFlow.js: Variables & Operations - Intelligence and Learning.
6.4: TensorFlow.js: Memory Management - Intelligence and Learning.
Coding Challenge #104: Linear Regression with TensorFlow.js.
Coding Challenge #105: Polynomial Regression with TensorFlow.js.
6.5: TensorFlow.js: Layers API Part 1 - Intelligence and Learning.
6.6: TensorFlow.js: Layers API Part 2 - Intelligence and Learning.
Coding Challenge #106: XOR Problem with TensorFlow.js.