Learning Path

IT & Software Courses

A comprehensive library covering the full spectrum of software engineering — from core programming languages and web frameworks to cloud infrastructure, DevOps, blockchain, and advanced AI/ML libraries. Designed for engineers at all levels.

Introduction to Classification Algorithms
7 weeks

Introduction to Classification Algorithms

11 Modules

Binary classification,Regression,Naive bayes classifier,Decision trees and random forest algorithm

4.7
100
Recommendation Systems and Ranking Algorithm
8 weeks

Recommendation Systems and Ranking Algorithm

7 Modules

Understanding importance of ranking,Understanding different methods of ranking with python,SVD and Dimensionality Reduction,Understanding Collaborative Filtering with python

4.7
250
Multivariate Regression and Time Series
7 weeks

Multivariate Regression and Time Series

13 Modules

Learning to test the regression model,Ridge and Lasso Regression,Understanding multivariate analysis with python,Understanding ARIMA model with python

4.6
250