Fundamentals of Data Science

1 Unit 1 - Fundamentals of Data Science

2 Unit 1 - Python Data Types, Operators

3 Unit 1 - Basic Input Output Operations in Python

4 Unit 1 - Control Statements

5 Unit 1 - Strings - Creating Strings and Basic Operations

6 Unit 1 - List, Dictionary, Tuple

1 Unit 2 - What is Data Science - Data Science Life Cycle

2 Unit 2 - Datafication

3 Unit 2 - Data Science Process

4 Unit 2 - Exploratory Data Analysis

5 Unit 2 - A Data Scientist Role in Data Science Process

1 Unit 3 - NumPy Basics

2 Unit 3 - Data Types for ndarrays

3 Unit 3 - Basic Indexing and Slicing

4 Unit 3 - Boolean Indexing and Fancy Indexing

5 Unit 3 - Expressing Conditional Logic as Array Operations

6 Unit 3 - Mathematical and Statistical Methods - Methods for Boolean Arrays

7 Unit 3 - Sorting and Unique