In this course you will learn to implement mathematical ideas in machine learning. You will investigate the process of learning and understand the application of various learning algorithms.

Prerequisites:
The courses assignments and notes will use python programming language and expects a basic knowledge of python. We assume the student has completed the Machine Learning Foundations or has an equivalent fluency in mathematics and fundamentals.
course details :

Linear Models
Understand linear approximation and modelling of problems and develop linear models

Dimensionality Reduction
Use ideas from linear algebra to transform dimensions and warp space providing additional flexibility and functionality to linear models.

SVM
Develop and implement kernel based methods to develop nonlinear models to solve few complex tasks.
>>[url]Read more[/url]https://www.mytectra.com/artificial-intelligence-training-in-bangalore.html>>