Machine Learning With Javascript

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 techniques

Understand how ML works without relying on mysterious libraries

Optimize your algorithms with advanced performance and memory usage profiling

Use the low-level features of Tensorflow JS to supercharge your algorithms

Grow a strong intuition of ML best practices

Requirements

No programming experience required.

Description

If you're ready to embrace the future, then you're in the right place. Machine Learning is set to revolutionize every industry, and with this course, you'll be ahead of the curve.Why JavaScript, you ask? Well, it's not just about Python and R anymore. JavaScript offers simplicity and versatility, making it the ideal language for diving into the world of ML. Plus, it opens up a whole new world of possibilities for app development.In this course, we cut through the confusion and dive deep into the core concepts. No pre-built functions here – you'll learn the exact math and programming techniques behind the most common ML algorithms. Don't worry if you're not a math whiz – I've got you covered with clear explanations and step-by-step guidance.Here's a glimpse of what you'll learn: • Advanced memory profiling for optimized performance • Building apps with Tensorflow JS • Writing clean, understandable ML code • Basics of Linear Algebra made easy • Customizing algorithms for unique use cases • Plotting results with custom graphing • Performance-enhancing strategies for any JavaScript code • Data loading techniques for both browser and Node JS environmentsDon't miss out on this opportunity to master Machine Learning with JavaScript. Enroll now and step into the future with confidence!

Overview

Section 1: Introduction

Lecture 1 Machine learning with javaScript Tutorial 01

Lecture 2 Convolutional Neural Network- ML with tensorflow JS

Lecture 3 What is a Model - ML with tensorflow.JS Tutorial #03

Lecture 4 MobileNet Hello World - ML with tensorflow.js Tutorial #4

Lecture 5 Realtime Object Detection with MobileNet - ML with Tensorflow.js Tutorial #5

Javascript developers interested in Machine Learning