Gant – Beginning Machine Learning – TensorFlow.js
$60.00$299.00 (-80%)
Want a job in 2025? learning about AI now. The good news is, you don’t need a PhD
Gant – Beginning Machine Learning – TensorFlow.js (Infinite Red Academy 2020)
Check it out: Gant – Beginning Machine Learning with TensorFlow.js (Infinite Red Academy 2020)
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? 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 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
Your Instructor
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. Follow Gant’s adventures
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
- Course Overview (1:53)
- Our Approach (2:39)
- Course – Code of Conduct
-
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 – 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!
