Data Science Series

Interactive learning experience with analytics, quizzes and visualization.

Course Modules

Module 1
Introduction to Data Science

Module 2
Statistics Fundamentals

Module 3
Probability Theory

Module 4
Data Collection

Module 5
Data Cleaning

Module 6
Exploratory Data Analysis

Module 7
Data Visualization

Module 8
SQL for Data Science

Module 9
Python Fundamentals

Module 10
Pandas

Module 11
NumPy

Module 12
Machine Learning Basics

Module 13
Regression Models

Module 14
Classification Models

Module 15
Clustering

Module 16
Neural Networks

Module 17
Deep Learning

Module 18
Natural Language Processing

Module 19
Business Intelligence

Module 20
Capstone Project