دوره آموزش پیشرفته Python ( آموزش پیشرفته پایتون )

عنوان دوره:

دوره آموزشی Python پیشرفته

سرفصل دوره:

PYTHON ADVANCED MASTERCLASS

Working with databases – p1

• Introduction to Databases
• Database Concepts
• Keys
• Introduction to SQlite
• CRUD on SQlite
• Introducing ‘Cursor’

Working with databases – p2

• Tools of the Trade in Big Databases
• Configuring MySQL
• Connection Error Handling
• CRUD in MySQL

Virtual environments

• What Are Virtual Environments?
• Why Do We Need a VE?
• Package Managers
• Conda vs Pip vs Poetry vs Pipenv
• Virtualenv and VirtualenvWrapper
• Creating and Configuring a VE

Comprehensions

• Introduction
• Conditional Expressions
• Filters
• List Comprehensions
• Set and Dictionary Comprehensions
• Generator Expressions
• Nested Comprehensions

Decorators

• Functions as ‘First Class Objects’
• Inner Functions
• Functions Returning Functions
• Wrapper Function
• Reusable Decorators

Generators

• Stateless Data Types
• Yield vs Return
• Built-in Generator
• Custom Generator
• Memory Efficiency

Meta classes and type

• The ‘TYPE’ Function
• Altering Type of a Class
• Type vs __new__
• Meta Classes
• Custom Class Types

Duck test

• Duck Typing
• The Philosophy of Duck Typed Languages
• Duck Typing and Inheritance
• Python Viewpoint of Duck Typing
• Dive Even Deeper
• Story of a Billionaire Penguin !

threading – p1

• What is a Thread?
• Starting a Thread
• Daemon Thread
• Joining Threads
• Multi-Threading
• Race Condition

threading – p2

• Synchronisation
• Deadlocks
• Thread Pools
• Semaphore
• Barrier
• Timer

Asyncio – p1

• Asyncio Explained
• Where Does Asyncio Fit in?
• Why Asyncio is Ridiculously Hard?
• Awaitables
• Rules
• Coroutines
• Chained Coroutines

Asyncio – p2

• Asyncio and Queues
• Async Generators
• Async Comprehensions
• Event Loop
• Async Requests

Linked lists

• Introducing Linked Lists
• Singly Linked Lists
• Doubly Linked Lists
• Circular Linked Lists
• Queues
• Stacks
• Deques

API – p1

• HTTP Protocol and HTTP Header
• HTTP Message Types
• Restful API
• Introducing fastAPI
• API Call
• Getting to Know JSON Format
• Working with Restful APIs
• Project: Getting Data From ‘NASA’ Mars Rover

API – p2

• Writing Your First API
• Path Parameters
• Enumerations
• Query Parameters
• Swagger UI

Bonus: design patterns

• Singleton
• Observer
• Proxy
• …

Bonus: design strategies

• Monolithic
• Microservice
• Test Driven