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Gant Laborde With TensorFlow.js - Beginning Machine Learning

Gant Laborde With TensorFlow.js - Beginning Machine LearningWhat you get:Videos and exercises from a Google-certified AI developer and experienced instructor ...
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Gant Laborde With TensorFlow.js - Beginning Machine Learning

Gant Laborde With TensorFlow.js - Beginning Machine Learning

What you get:

Videos and exercises from a Google-certified AI developer and experienced instructor
An introduction to Machine Learning models, tensors and the TensorFlow.js framework
Real-world examples, actionable assignments and quizzes to cement your learning
A certificate of completion for your LinkedIn or portfolio
A competitive edge in the Machine Learning world by being able to apply these concepts to your business

What you’ll learn:

How to implement TensorFlow.js in a web page
How to build image recognition systems that run 100% on the client’s browser
How to actually apply concepts of Machine Learning in the real business world

Course Curriculum
Welcome

Preview

Course Overview (1:53)

Preview

Our Approach (2:39)

Start

Course - Code of Conduct

Week 1 - Welcome to Machine Learning

Preview

Week 1 - Overview (1:16)

Preview

The Parts - Part 0 (1:44)

Start

The Parts - Part 1 (2:16)

Start

Machine Learning Models (6:16)

Start

Machine Learning Model Quiz

Start

Machine Learning Tensors (2:36)

Start

Machine Learning Tensors Quiz

Start

TensorFlow.js

Start

TensorFlow.js First Contact (12:27)

Start

TensorFlow.js Quiz

Start

Real World Splashdown (4:20)

Start

Welcome to Machine Learning Homework

Start

Welcome to Machine Learning Homework Solution

Start

Week 1 - FAQ

Start

BONUS: face-api.js

Week 2 - Tensor Acrobatics Start

Wek 2 - Overview (1:22
Start

A Tour of TensorPlayground.com (5:03)

Start

Meet the Tensor (7:01)

Start

Image Tensor Basics (19:59)

Start

Image to Tensor and Back (7:37)

Start

Intermediate Tensor Manipulation (11:04)

Start

OLD TV Fun Tensor Challenge - Exercise

Start

First Tensors Quiz

Start

laying with Dogs-N-Cats (14:15)

Start

Advanced Tensor Manipulation (28:38)

Start

Trashy Tensors (8:34)

Start

Second Tensor Quiz

Start

Playground HomeworStart

Playground Homework Solution

Start

Sndbox Homework

Start

Sandbox Homework Solution

Start

Week 2 - FAQ

Start

BONUS: Color Blind Tensors (9:08)

Preview

BONUS: TensorFlow.js Cheat Sheet!

Gant Laborde - Beginning Machine Learning With TensorFlow.js on sunlurn.com