Beginning Machine Learning with TensorFlow.js
A visual introduction to the world of Machine Learning with the world's most popular programming language.
Watch Promo
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 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 at http://gantlaborde.com/
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
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PreviewWeek 1 - Overview (1:16)
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PreviewThe Parts - Part 0 (1:44)
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StartThe Parts - Part 1 (2:16)
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StartMachine Learning Models (6:16)
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StartMachine Learning Model Quiz
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StartMachine Learning Tensors (2:36)
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StartMachine Learning Tensors Quiz
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StartTensorFlow.js
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StartTensorFlow.js First Contact (12:27)
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StartTensorFlow.js Quiz
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StartReal World Splashdown (4:20)
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StartWelcome to Machine Learning Homework
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StartWelcome to Machine Learning Homework Solution
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StartWeek 1 - FAQ
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StartBONUS: face-api.js
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StartWeek 2 - Overview (1:22)
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StartA Tour of TensorPlayground.com (5:03)
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StartMeet the Tensor (7:01)
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StartImage Tensor Basics (19:59)
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StartImage to Tensor and Back (7:37)
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StartIntermediate Tensor Manipulation (11:04)
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StartOLD TV Fun Tensor Challenge - Exercise
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StartFirst Tensors Quiz
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StartPlaying with Dogs-N-Cats (14:15)
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StartAdvanced Tensor Manipulation (28:38)
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StartTrashy Tensors (8:34)
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StartSecond Tensor Quiz
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StartPlayground Homework
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StartPlayground Homework Solution
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StartSandbox Homework
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StartSandbox Homework Solution
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StartWeek 2 - FAQ
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StartBONUS: Color Blind Tensors (9:08)
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PreviewBONUS: TensorFlow.js Cheat Sheet!
Frequently Asked Questions
AI and Machine Learning used to be for academics and data scientists, but not anymore. These days, it's a fast-growing field that anyone with basic JavaScript knowledge can learn, and the potential upside is huge. Do your future self a favor and start learning how to apply Machine Learning in your business today.