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All LessonsFree Lessons (15)

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

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

Reading a Dataset with Data Structures

Get introduced to the resources required for our first project.

We'll cover the following...

Python is not only a programming language anymore. Data scientists use Python as a tool for analyzing and visualizing data to ...

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