Machine Learning & Neural Networks without Libraries – No Black Box Course
About this course
This advanced course builds upon the concepts learned in the previous phase and focuses on creating machine learning models from scratch using JavaScript. You will explore classification methods including neural networks, data cleaning techniques, confusion matrices, and the intricacies of multi-dimensional data visualization. Participants will learn how to implement and optimize machine learning algorithms, enhancing their software development skills while understanding the fundamentals of machine learning without reliance on libraries.
What you should already know
A basic understanding of JavaScript and machine learning concepts is recommended before taking this course.
What you will learn
By the end of this course, learners will have the ability to design, implement, and optimize machine learning algorithms, specifically focusing on data visualization and classification techniques.