Data Science & AI Crash Course

This crash course focus on aligning, student's interests in Data Science, Machine Learning and Artificial Intelligence.

This course also triggers student's understanding of Data Science & Artificial Intelligence and also enables aligning to set their career as Data Scientists.

There is no pre-requisites and is clearly targeted for children from 9 to 18.

Course Information

Estimated Time: 4 Weeks

Difficulty: Beginner



Introduction to Programming Language

Introduction to R & R Studio

Basics of R Programming

Introduction to Statistics

Statistics with R

Inferential Statistics

Introduction to Probability

Probability Distributions

Home Work 1

Introduction to Data Science

Data Wrangling

Data Visualization

Introduction to Excel for Data Science

Introduction to Power BI for Data Science

Home Work 2

Machine Learning Models

Regression Models

Classification Models

Predictive Models

Data Science with Azure ML

Home Work 3

What is Artificial Intelligence