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Mastering the Art of Programming in Python 3

Name: Mastering the Art of Programming in Python 3
Price: 59 USD
Rating: 4.43 (29 reviews)
Author: Educative

Learn advanced Python 3 techniques, explore built-in data structures, and delve into functional and object-oriented programming. Discover iterables, generators, and coroutines through projects.

4.4

63 lessons

4 projects

12h

Created by Educative

Mastering the Art of Programming in Python 3

What's included

63 lessons across 12 modules
8 quizzes with instant feedback
4 projects in preconfigured environments
AI Tutor on every lesson

Join 3.1 million developers at

What You'll Learn

Apply list comprehensions to build and filter lists with clear Python 3 scoping
Use tuples and namedtuples to store records and unpack values with parallel and star assignment
Select and use stacks, queues, sets, Counter, and dict variants to solve data-structure challenges
Implement functional patterns using first-class functions, *args/**kwargs, decorators, closures, and lambdas
Process datasets using built-in data structures to clean, filter, group, and compute summary statistics
Build custom iterators, generators, pipelines, and context managers to control flow and manage resources
Create coroutines and coroutine pipelines with priming and exception handling for streaming computations

Learning Roadmap

63 Lessons2 Projects8 Quizzes

Introduction

Get familiar with advanced Python 3 features and practical programming techniques for proficiency.

What is This Course About?

Built-in Data Structures

Unpack the core of Python's built-in data structures for clean, efficient code.

List Comprehensions

Tuples

Challenge: Read the Line Segments

Namedtuple: An Extension of Tuple

Stacks and Queues

Challenge: Namedtuples, Stacks and Queues

Sets

Counter: A High-Performance Container

Dictionaries

Challenge: Sets, Counter and Dictionaries

Quiz: Built-in Data Structures

Functional Programming

9 Lessons

Master the steps to leverage first-class functions, decorators, closures, and anonymous functions in Python.

Project I: Data Science with Data Structures

2 Lessons

Apply your skills to process and analyze datasets using Python for real-world data science tasks.

Data science with Data Structures

Project

Project I Review

3 Lessons

Solve problems in data analysis, task automation, and dataset refinement using Python programming.

Object-Oriented Idioms

12 Lessons

See how it works in object references, copying, methods, exceptions, and operator overloading in Python.

Iterables and Generators

11 Lessons

Build on concepts of iterables, iterators, generators, and context managers to enhance Python fluency.

Coroutines

5 Lessons

Learn how to use Python coroutines for asynchronous programming and exception handling.

Project II: Build Your Own Matrix Module

Get started with building a Matrix module in Python using object-oriented programming.

Matrix with Python

Build Your Own Matrix Library

Project

10.

Project II Review

2 Lessons

Work your way through implementing matrix operations with Python, including addition, multiplication, and coroutines.

Build Data-centric Dashboards Using Dash

Project

Premium

11.

Meta-Programming

5 Lessons

Enhance your skills in metaprogramming with dynamic classes, custom metaclasses, and performance tracking.

12.

The End

Take a look at key Python programming topics and further learning paths.

Conclusion

Time Series Analysis and Visualization Using Python and Plotly

Project

Premium

Certificate of Completion

Showcase your accomplishment by sharing your certificate of completion.

Developed by MAANG Engineers

Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

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