Introduction to Python For Data Science - Let's Data Science

Current Status

Not Enrolled

Price

Free

Get Started

Login to Enroll

Course Content

Expand All

Understand Python's Role in Data Science

Introduction to Python 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Why Python for Data Science?

History and Evolution of Python

The Python Ecosystem

Setting Up Python

Installing Python 3 Topics | 1 Quiz

Expand

Lesson Content

0% Complete 0/3 Steps

Choosing a Python Version

Installation Steps

Verifying the Installation

Quiz: Installation Knowledge

Basics of Python Programming

Basic Data Types and Operators 3 Topics | 2 Quizzes

Expand

Lesson Content

0% Complete 0/3 Steps

Understanding Data Types

Variables and Assignments

Basic Operations (+,-,*,/,%,etc)

Theoretical Quiz: Data Types and Operations

Programming Quiz: Data Types and Operations

Python Fundamentals 9 Topics | 1 Quiz

Expand

Lesson Content

0% Complete 0/9 Steps

Control Structures

Control Structures: Conditional Statements

Control Structures: Loops

Functions: Defining Functions

Functions: Return Statements

Functions: Function Arguments and Parameters

List Comprehensions

Advantages and Use Cases

Theoretical Quiz: Python Fundamentals

Delving into Python Libraries

Working with Libraries 2 Topics

Expand

Lesson Content

0% Complete 0/2 Steps

Introduction to Libraries

Overview of Popular Libraries

Gathering Data for Analysis

Data Acquisition

First Steps with Pandas and Numpy

Introduction to Pandas and NumPy 3 Topics

Expand

Lesson Content

0% Complete 0/3 Steps

Series and DataFrames in Pandas

Basic Operations with Pandas

Introduction to NumPy Arrays and their Advantages