Machine Learning - Curriculum
CognivaRise

Program overview
Boost your career with our Machine Learning program developed in collaboration with IITs and industry partners. The program includes exclusive learning modules, hands-on projects, and placement assistance to prepare you for high-demand roles.

Learn core concepts such as Python, NumPy, Pandas, Supervised & Unsupervised Learning, Regression, Classification, and Model Evaluation through self-paced videos, guided modules, and real-world projects.

Curriculum
Module 1 Introduction to Python and variable
 Module 2 Features of Python
 Module 3 How to download and install Python
 Module 4 Python Variables
 Module 5 Introduction to Machine Learning
 Module 6 AI vs ML vs Deep Learning
 Module 7 Self driving car
 Module 8 Types of Machine Learning
 Module 9 Introduction to Supervised Machine Learning
 Module 10 Types of Supervised Machine Learning
 Module 11 KNN algorithm
 Module 12 Logic in the Algorithm
 Module 13 KNN Algorithm in Excel
 Module 14 Linear Regression
 Module 15 Neural network – Introduction and functioning
 Module 16 Functioning of Neural networks
 Module 17 Training Neural network
 Module 18 Bias and variance
 Module 19 Fitting in Machine Learning
 Module 20 Unsupervised Machine Learning
 Module 21 K-means clustering
 Module 22 Reinforcement learning
 Quiz

Projects
Project 1 Predict Diabetes
 Project 2 Fraudulent Transaction
 Project 3 Predicting the survival chances in a accident
 Project 4 Second Hand Car Price Prediction
 Project 5 Music Genre Classification