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Overview
Master Machine Learning from scratch using Javascript and TensorflowJS with hands-on projects. What you'll learn: Assemble machine learning algorithms from scratch!Build interesting applications using Javascript and ML techniquesUnderstand how ML works without relying on mysterious librariesOptimize your algorithms with advanced performance and memory usage profilingUse the low-level features of Tensorflow JS to supercharge your algorithmsGrow a strong intuition of ML best practices If you're here, you already know the truth: Machine Learning is the future of everything.In the coming...
Syllabus
- What is Machine Learning?
- Algorithm Overview
- Onwards to Tensorflow JS!
- Applications of Tensorflow
- Getting Started with Gradient Descent
- Gradient Descent with Tensorflow
- Increasing Performance with Vectorized Solutions
- Plotting Data with Javascript
- Gradient Descent Alterations
- Natural Binary Classification
Instructor
Stephen Grider
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