Data SCience for Beginners

Programming I

Python

R

SQL

Concepts I

Data Science Overview

Why Machine Learning?

Supervised Learning

-Classification

-Regression

Unsupervised Learning

-Clustering

-Anomaly Detection

-Associative Mining

Maths I

Linear Algebra

Probability & Statistics

Algorithms I

Linear Regression

Logistic Regression

Process I

Data Science Process

Capstone Projects I

Titanic Prediction

Housing Prices Prediction