Home>Courses>Learn Intermediate Python 3

Learn Intermediate Python 3

Gain insights into Python 3 by exploring fundamental and advanced concepts. Learn about functions, data structures, and OOP while reinforcing knowledge with quizzes and coding challenges.

Beginner

88 Lessons

10h

Certificate of Completion

Gain insights into Python 3 by exploring fundamental and advanced concepts. Learn about functions, data structures, and OOP while reinforcing knowledge with quizzes and coding challenges.

AI-POWERED

Code Feedback

Explanations

AI-POWERED

Code Feedback

Explanations

This course includes

2 Assessments

254 Playgrounds

37 Quizzes

Course Overview

What You'll Learn

Course Content

Apply Your Skills

Recommendations

Course Overview

Python is an important programming language used in data science, machine learning, web scraping, and web application development, making it essential for modern developers. This course starts with teaching fundamental programming concepts in Python 3, including conditional execution, repetition, and functions, before moving on to advanced topics like data structures and object-oriented programming. Quizzes and hands-on coding challenges along the way help reinforce what you have learned. By the end of thi...Show More

Python is an important programming language used in data science, machine learning, web scraping, and web application developmen...Show More

TAKEAWAY SKILLS

Data types

Variables

Operators

Expressions

Conditional Statements

Functions

Strings

Recursion

Loops

Data Structures

What You'll Learn

Familiarity with the fundamentals of Python 3, including variables, data types, and operators, to write clear and efficient code

The ability to create, use, and reuse functions to structure and modularize your code

Hands-on experience in importing and using Python’s built-in modules to extend functionality and manage large codebases efficiently

Hands-on experience with Python's built-in data structures, such as lists, tuples, sets, and dictionaries, to efficiently manage and manipulate collections of data

An understanding of the basics of OOP, including classes, objects, methods, and inheritance, to create reusable and organized code

Familiarity with the fundamentals of Python 3, including variables, data types, and operators, to write clear and efficient code

Course Content

Introduction

3 Lessons

Get familiar with Python's versatility, simplicity, and foundational coding practices.

What Is Python?

Writing Our First Code

Quiz: Introduction to Python

Data Types, Variables, and Operators

18 Lessons

Discover the logic behind Python data types, variables, and operators for effective programming.

What Are Variables and Data Types?

Quiz: Data Types, Variables, and Operators

Exercise: Gravitational Force

Solution Review: Gravitational Force

Selection Statements

7 Lessons

Break apart the if, if-else, and if-elif-else conditional statements in Python.

What Are Conditional Statements?

The if Statement

The if-else Statement

The if-elif-else Statement

Quiz: Selection Statements

Exercise: Discounted Price

Solution Review: Discounted Price

Functions

11 Lessons

Grasp the fundamentals of Python functions, covering creation, scope, lambdas, and type conversions.

What Are Functions?

Function Creation

Function Scope

Built-In String Functions

Type Conversions

Input From the User

Lambdas

Functions as Arguments

Quiz: Functions

Exercise: Repetition and Concatenation

Solution Review: Repetition and Concatenation

Repetition: Loops and Recursion

14 Lessons

Take a closer look at loops, recursion techniques, and practical problem-solving exercises.

Quiz: Loops and Recursion

Exercise: Balanced Brackets

Solution Review: Balanced Brackets

Exercise: A Sum of Zero

Solution Review: A Sum of Zero

Exercise: Fibonacci Series

Solution Review: Fibonacci Series

Exercise: The Factorial

Solution Review: The Factorial

Python Exam I

Assessment

Data Structures

17 Lessons

Focus on Python's data structures, lists, tuples, dictionaries, sets, and their operations.

What Are Data Structures?

Getting Started with Python Lists

Common List Operations

List Comprehension

Tuples

Dictionaries

Dictionary Operations

Sets

Set Theory Operations

Data Structure Conversions

Quiz: Data Structures

Exercise: From List to Tuple

Solution Review: From List to Tuple

Exercise: Kth Maximum Integer in a List

Solution Review: Kth Maximum Integer in a List

Exercise: Highs and Lows

Solution Review: Highs and Lows

Object-Oriented Programming in Python

9 Lessons

Practice using OOP concepts like encapsulation, inheritance, and polymorphism in Python.

Introduction to OOP

Class and Object

Encapsulation in Python

Abstraction in Python

Inheritance in Python

Polymorphism in Python

Quiz: Object-Oriented Programming in Python

Exercise: Vehicle Management System

Solution: Vehicle Management System

Libraries

4 Lessons

Get familiar with Python libraries, the Standard Library, and the Python Package Index.

Using Libraries

What Is the Python Standard Library?

Python Package Index

Conclusion

10.

Appendix

5 Lessons

Look at Python IDEs, installation methods, and executing Python code on various operating systems.

Python IDEs

Installing Python: Linux

Installing Python: Windows

Installing Python: macOS

Executing Python Code

Python Exam II

Assessment

Project

Automated Testing Using Python and Selenium

beginner

2 hour

Project

Automated Testing Using Python and Selenium

Learn automated testing for websites using Python and Selenium, covering multiple testing types with hands-on experience.

beginner

2 hours

Project

Exploring Public Sentiment on Twitter with NLP

intermediate

2 hour

Project

Exploring Public Sentiment on Twitter with NLP

Learn how to apply NLP for sentiment analysis using Python libraries VADER and Gensim, to understand opinions about COVID-19 through real-time data processing.

intermediate

2 hours

Trusted by 2.6 million developers working at companies

"These are high-quality courses. Trust me. I own around 10 and the price is worth it for the content quality. EducativeInc came at the right time in my career. I'm understanding topics better than with any book or online video tutorial I've done. Truly made for developers. Thanks"

Anthony Walker

@_webarchitect_

"Just finished my first full #ML course: Machine learning for Software Engineers from Educative, Inc. ... Highly recommend!"

Evan Dunbar

ML Engineer

"You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it."

Carlos Matias La Borde

Software Developer

"I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site"

Souvik Kundu

Front-end Developer

"Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content."

Vinay Krishnaiah

Software Developer

"I've tried probably 5-7 different sites and Educative is easily the best. It perfectly blends explanation with interactivity"

Eric Downs

Musician/Entrepeneur

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Put your skills to the test in a simulated interview setting. Receive personalized feedback based on your performance. Available in Premium & Premium Plus plans.

Adaptive Learning

At various checkpoints throughout Educative courses, you will be prompted to take a quick assessment. Receive a condensed curriculum tailored to your strengths and skill gaps.

Explain with AI

Select any text within any Educative course, and get an instant explanation — without ever leaving your browser.

AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

Recommended before starting this course

Course

Programming in D: The Ultimate Guide for Software Engineers

Gain insights into D programming by exploring variables, loops, and advanced topics such as functions and unit testing. Discover how to build applications using this versatile language.

beginner

15 hours

Course

Python for Mechanical and Aerospace Engineering

Gain insights into using Python for mechanical and aerospace engineering. Learn about basics, graphing techniques, airfoil plotting, and dynamic pressure and orbital modeling in 2D and 3D.

beginner

8 hours

Course

Grokking Bit Manipulation for Coding Interviews

The ultimate guide to bit manipulation for coding interviews. Developed by FAANG engineers, practice with real-world interview questions, and get interview-ready in just a few hours.

intermediate

3 hours

Course

Coderust: Hacking the Coding Interview

The ultimate guide to coding interviews. Developed by FAANG engineers, practice with real-world questions in top languages. Prep faster and get interview-ready in just a few hours.

beginner

40 hours

Course

Programming in D: The Ultimate Guide for Software Engineers

beginner

15 hour

Course

Python for Mechanical and Aerospace Engineering

beginner

8 hour

Course

Grokking Bit Manipulation for Coding Interviews

intermediate

3 hour

Course

Coderust: Hacking the Coding Interview

beginner

40 hour

Related Courses and Skill Paths

Course

An Intro to Python 3

Gain insights into Python 3 by learning basic concepts like keywords and data types, and delving into 50 code puzzles that enhance your understanding of classes and functions.

beginner

2 hours 30 mins

Course

Algorithms for Coding Interviews in Python

Your ultimate guide to algorithms for coding interviews. Master several must-know algorithms, and test your skills with real-world problems from top companies.

intermediate

15 hours

Course

Python 201 - Interactively Learn Advanced Concepts in Python 3

Delve into intermediate and advanced Python: explore key modules, understand Unicode, generators, iterators, master web tasks and effective code testing for enhanced programming skills.

intermediate

11 hours

Course

Decode the Coding Interview in Python: Real-World Examples

The ultimate guide to coding interviews in Python: Strategies developed by FAANG engineers. Prep faster with real-world problems, get interview-ready in just a few hours.

beginner

Algorithms for Coding Interviews in Python

intermediate

15 hour

Course

Python 201 - Interactively Learn Advanced Concepts in Python 3