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Introduction

What is This Course About?

Built-in Data Structures

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

First-Class Functions Functions with Optional Arguments Decorators Closures Challenge: Decode the Message Anonymous Functions Challenge: Anonymous Functions Functional Behavior of an Object Quiz: Functional Programming

Project I: Data Science with Data Structures

Reading a Dataset with Data Structures Time to Code

Mini Project

Data science with Data Structures

Project I Review

Solution: Task I to Task IV Solution: Task V to Task VIII Quiz: Test Yourself

Object-Oriented Idioms

How Operators Treat the Variables?

Shallow Copy vs Deep Copy

Pass by Reference

Exception Classes

Class Variable vs Instance Variable

Class, Instance and Static Methods

Abstract Base Classes

Challenge: Devise a Shape System

Solution Review: Devise a Shape

Operator Overloading

Challenge: Operator Overloading

Quiz: Object-Oriented Idioms

Iterables and Generators

Iterables in Python Iterators in Python Challenge: Iterables and Iterators Generators in Python Challenge: Generators in Action Quiz 1: Regulating the Control Flow Generator Expressions The Potency of else Block Building Pipelines Context Manager Protocol Quiz 2: Regulating the Control Flow

Coroutines

Introduction to Coroutines Challenge: Working with Coroutines Priming a Coroutine Handling the Exceptions Quiz: Coroutines

Project II: Build Your Own Matrix Module

Matrix with Python

Mini Project

Build Your Own Matrix Library

Project II Review

Solution: Task I to Task IV Solution: Task V to Task VIII

Project

Build Data-centric Dashboards Using Dash

Meta-Programming

What is meta-programming?Dynamic Classes Custom Meta-Classes Challenge: Classes and Meta-classes Quiz: Meta-Programming

The End

Project

Time Series Analysis and Visualization Using Python and Plotly

Mastering the Art of Programming in Python 3

Pass by Reference

Understand the scope of pass by reference in detail.

We'll cover the following...

Passing a parameter to a function

This lesson will unfold a very tiny but tricky concept that can bring a cascading effect to ...