TensorFlow JS Neural Networks Demystified: A Beginner's Guide
Created by Team Mammoth
01
Skill level
All levels
02
Sections
30
03
Lectures
174
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
30
Sections
✓
174
Lectures
✓
174
Resources
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ 01 Course Overview 2 lectures
Source Files
Locked
00 What You'll Learn
Locked
+ 04 Build Neural Network Components 8 lectures
04-00a What Is Deep Learning
Locked
04-00b What Is A Neural Network
Locked
04-01 Build A Perceptron
Locked
04-02 Build A Sigmoid Function
Locked
04-03 Build A Sigmoid Perceptron
Locked
04-04 Build A Relu Activation Function
Locked
04-05 Build A Leaky Relu Activation Function
Locked
Source Files
Locked
+ 05 Build a Simple Neural Network 3 lectures
05-01 Build Neural Network Layers
Locked
05-02 Train And Test The Neural Network
Locked
Source Files
Locked
+ 06 Build a Neural Network with Cross Validation 5 lectures
06-01 Build A Dataset-1
Locked
06-02 Build A Neural Network-2
Locked
06-03 Train The Neural Network-3
Locked
06-04 Make A Prediction With The Neural Network-4
Locked
Source Files
Locked
+ 07 Image Classification with a Neural Network 5 lectures
07-00 What Is Cross Validation-1
Locked
07-01 Load A Model Into Html-2
Locked
07-02 Use A Neural Network In Your Website-3
Locked
07-03 Show Neural Network Results On Website-4
Locked
Source Files
Locked
+ 08 Build a Neural Network for the XOR Algorithm 4 lectures
08-01 Build A Dataset For Xor
Locked
08-02 Build A Neural Network For Xor
Locked
08-03 Train And Test The Neural Network
Locked
Source Files
Locked
+ 09 Use Recurrent Neural Networks with Tensorflow JS 4 lectures
09-01 Load An Rnn Into Your Website
Locked
09-02 Set Up The Canvas
Locked
09-03 Draw With A Neural Network
Locked
Source Files
Locked
+ 10 Detect Objects in Images with a Neural Network 4 lectures
10-01 Load An Image For Object Detection
Locked
10-02 Load A Neural Network For Object Detection
Locked
10-03 Outline Objects In The Image
Locked
Source Files
Locked
+ 11 Build a Deep Neural Network with Backpropagation 5 lectures
11-01 Build A Deep Neural Network With Gradient Descent From Scratch-1
Locked
11-03 Build A Deep Neural Network With Gradient Descent With Tensorflow Js-2
Locked
11-04 Build A Deep Neural Network With Backpropagation-3
Locked
11-05 Build The Backpropagation-4
Locked
Source Files
Locked
+ 12 Build a Neural Network with Gradient Descent 3 lectures
12-01 Reduce Neural Network Error-1
Locked
12-02 Build A Gradient Descent Algorithm-2
Locked
Source Files
Locked
+ 13 Build a Deep Neural Network with Backpropagation 1 lecture
13 Train The Deep Neural Network With Gradient Descent
Locked
Instructors
Taught by people who ship.
Team Mammoth
Instructor
Produced by a team of Mammoth Club industry experts. Over 14 years, Mammoth Club has built a global student community in 190+ countries with 9+ million courses sold, releasing over 1,000+ courses and 5,000+ hours of video content.
Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.