Gant Laborde – Beginning Machine Learning with TensorFlow.js

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Gant Laborde – Beginning Machine Learning with TensorFlow.js

Beginning Machine Learning with TensorFlow.js
A visual introduction to the world of Machine Learning with the world’s most popular programming language.

Want a job in 2025? Start learning about AI now. The good news is, you don’t need a PhD, Masters or even four-year degree to successfully apply AI in your work. All you need is a working knowledge of JavaScript.

This three-week course provides a visual introduction to the world of Machine Learning with Javascript, the world’s most popular programming language.

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 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

Your Instructor

 Gant
Chief Innovation Officer for Infinite Red

Gant Laborde is an owner of Infinite Red, mentor, adjunct professor, published author, and award-winning speaker. For 20 years, he has been involved in software development and continues strong today. He is an “open sourcerer”, team leader, and aspires to one day become a mad scientist. He blogs, videos, and maintains popular repositories for the community.

Gant Laborde – AI Certifications:

• TensorFlow in Practice Specialization
• Machine Learning with TensorFlow on Google Cloud Platform
• Deeplearning AI Certified
• Neural Networks and Deep Learning
• Machine Learning by Stanford University on Coursera
• Machine Learning in JavaScript with TensorFlow.js on Udemy
• Browser-based Models with TensorFlow.js on Coursera

Course Curriculum

Welcome
Course Overview (1:53)
Our Approach (2:39)
Course – Code of Conduct

Week 1 – Welcome to Machine Learning
Week 1 – Overview (1:16)
The Parts – Part 0 (1:44)
The Parts – Part 1 (2:16)
Machine Learning Models (6:16)
Machine Learning Model Quiz
Machine Learning Tensors (2:36)
Machine Learning Tensors Quiz
TensorFlow.js
TensorFlow.js First Contact (12:27)
TensorFlow.js Quiz
Real World Splashdown (4:20)
Welcome to Machine Learning Homework
Welcome to Machine Learning Homework Solution
Week 1 – FAQ
BONUS: face-api.js
Week 2 – Tensor Acrobatics

Week 2 – Overview (1:22)
A Tour of TensorPlayground.com (5:03)
Meet the Tensor (7:01)
Image Tensor Basics (19:59)
Image to Tensor and Back (7:37)
Intermediate Tensor Manipulation (11:04)
OLD TV Fun Tensor Challenge – Exercise
First Tensors Quiz
Playing with Dogs-N-Cats (14:15)
Advanced Tensor Manipulation (28:38)
Trashy Tensors (8:34)
Second Tensor Quiz
Playground Homework
Playground Homework Solution
Sandbox Homework
Sandbox Homework Solution
Week 2 – FAQ
BONUS: Color Blind Tensors (9:08)
BONUS: TensorFlow.js Cheat Sheet!

Week 3 – Using TensorFlow.js
Week 3 – Overview (1:15)
The Rock Paper Scissors Tour (13:04)
FizzBuzz – Consuming Models (31:20)
The Zoo (10:27)
Converting Models (11:16)
Training in Browser – Introduction (23:43)
FizzBuzz – Training In Browser (27:12)
A Tour through Neural Networks (20:10)
Intermediate Tensor Quiz
Convolutions and Max Pooling Images (15:30)
Jargon-lytics
Training in Browser – Deep Dive (30:44)
Using TensorFlow.js Quiz
TFJS Vis – Homework
Week 3 – FAQ

Final
Review
Beginning Machine Learning with TFJS Final
Thank You from Infinite Red (0:19)
What Next?

Extras
Student Hall of Fame
Credits

Beginning Machine Learning with TensorFlow.js By Gant Laborde

Frequently Asked Questions:

1. Innovative Business Model:
   • Embrace the reality of a genuine business! Our approach involves forming a group buy, where we collectively share the costs among members. Using these funds, we purchase sought-after courses from sale pages and make them accessible to individuals facing financial constraints. Despite potential reservations from the authors, our customers appreciate the affordability and accessibility we provide.
2. The Legal Landscape: Yes and No:
   • The legality of our operations falls into a gray area. While we lack explicit approval from the course authors for resale, there’s a technicality at play. When procuring the course, the author didn’t specify any restrictions on resale. This legal nuance presents both an opportunity for us and a boon for those seeking budget-friendly access.
3. Quality Assurance: Unveiling the Real Deal:
   • Delving into the heart of the matter – quality. Acquiring the course directly from the sale page ensures that all documents and materials are identical to those obtained through conventional means. However, our differentiator lies in going beyond personal study; we take an extra step by reselling. It’s important to note that we are not the official course providers, meaning certain premium services aren’t included in our package:
     • No coaching calls or scheduled sessions with the author.
     • No access to the author’s private Facebook group or web portal.
     • No entry to the author’s exclusive membership forum.
     • No direct email support from the author or their team.

   We operate independently, aiming to bridge the affordability gap without the additional services offered by official course channels. Your understanding of our unique approach is greatly appreciated.

Refund is acceptable:

• Firstly, item is not as explained
• Secondly, Item do not work the way it should.
• Thirdly, and most importantly, support extension can not be used.

Thank you for choosing us! We’re so happy that you feel comfortable enough with us to forward your business here.