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Python for Software Engineering Bootcamp

Go from zero to becoming a software engineer by taking this course

What's Inside

Course Curriculum

Introduction

Introduction - 0:48
Preview
Setting Up Our Coding Environment - 6:38
Start
Installing Python - 3:18
Start
Writing Our First Program - 4:17
Start
Variables - 7:08
Start
String - 18:16
Start
Integers, Floats, and Type Casting - 16:12
Start
Booleans and Boolean Operations - 8:19
Start
None Types - 2:41
Start
Lists - 17:27
Start
Tuples - 7:40
Start
Dictionaries - 15:44
Start
Formatting Strings and Writing Comments - 17:31
Start
If Statements - 14:17
Start
Elif and Else Statements - 18:52
Start
For Loops - 18:43
Start
While Loops - 11:13
Start
Functions - 17:43
Start
Function Parameters - 18:21
Start
Global Variables - 6:35
Start
File Handling - 15:52
Start
Virtual Environments - 21:59
Start
Launching Our First Application - 17:38
Start
Classes - 22:59
Start
Classes Inheritance - 14:42
Start
Decorators - 21:49
Start
Generators - 12:58
Start
JSON and Text Response - 15:13
Start
Typing - 26:43
Start
Response Models - 25:32
Start
Expanded Field Information - 19:29
Start
Path Parameters - 13:20
Start
Request Bodies - 22:32
Start
Query Parameters - 26:58
Start
Put and Delete - 13:18
Start
Docstrings - 17:06
Start
Async Functions - 20:23
Start
Directory Structure - 31:18
Start
API Routers Continued - 6:45
Start
Environment Variables - 15:05
Start
HTTP Status Codes - 11:32
Start
Exceptions - 31:21
Start
Logging - 14:24
Start
Logging Formatter - 11:23
Start
Custom Exception Handlers - 12:52
Start
Headers and Dependencies - 26:05
Start

Testing

Pytest Introduction - 14:07
Preview
Writing Our First Service Test - 17:49
Start
Fixtures - 25:34
Start
Integration Tests - 29:13
Start
Testing for Exceptions - 6:44
Start
Sending Requests in Python - 19:59
Start
Sending Async Requests - 10:59
Start
Testing Synchronous Requests - 15:56
Start
Testing Async Requests - 10:22
Start
Test Coverage - 4:52
Start
MyPy Round 2 - 5:35
Start

Introduction to the Terminal

Digital Ocean Setup - 14:46
Preview
SSH on Windows - 5:32
Start
Connecting with SSH - 4:53
Start
Basic Navigation - 14:43
Start
Creating Folders - 10:32
Start
Creating Files - 11:09
Start
Removing Folders and Files - 6:39
Start
Moving, Renaming, and Copying Files and Folders - 13:11
Start
Environment Variables - 9:07
Start
Piping and Redirecting - 6:03
Start
Super User and Running Pythons Scripts - 7:03
Start
Executables and Modifying Permissions - 15:17
Start
Sending Requests - 6:20
Start

Docker

Docker Introduction - 9:31
Preview
Creating a Dockerfile - 35:48
Start
Multistage Build - 21:49
Start
Docker Compose - 32:43
Start
Makefile - 12:24
Start

SQL

Introduction to Relational Databases - 15:24
Preview
Data Types and Schemas - 17:38
Start
[Mac] Setting Up a Local PostgreSQL Server - 3:29
Start
[Windows] Setting Up a Local PostgreSQL Server - 4:55
Start
[Mac] SQL Editor Postico - 4:37
Start
SQL Editor DataGrip - 5:35
Start
SQL Editor CLI - 1:23
Start
Creating and Removing a Database - 6:04
Start
Creating Schemas - 3:51
Start
Creating Tables - 8:39
Start
Altering Tables - 3:09
Start
Enumerated Types - 4:54
Start
Inserting Values - 7:00
Start
Running an SQL Script - 6:23
Start
Reading Data - 7:03
Start
Creating Tables Using Query Results - 6:31
Start
Aliases and Ordering - 13:44
Start
Conditional Filtering Direct Comparisons - 5:11
Start
Conditional Filtering Grouped Comparisons - 10:23
Start
Joining Conditionals - 7:53
Start
Negating Conditionals - 4:43
Start
Filtering Null Values - 1:34
Start
Creating New Columns and Arithmetic - 7:39
Start
Datatype Conversions - 6:36
Start
Logic Statements - 7:25
Start
Manipulating Strings - 10:02
Start
String Positional Information - 8:04
Start
String Subsets and Concatenations - 21:55
Start
String Replacements - 9:38
Start
Date and Time - 6:36
Start
Date and Time Intervals - 7:40
Start
Comments - 6:53
Start
Aggregation Functions - 6:57
Start
Grouping and Filtering Aggregations - 12:23
Start
Inner Join - 18:52
Start
Left, Right, and Outer Joins - 16:51
Start
Self Joins - 9:08
Start
Unions - 5:32
Start
Subqueries - 9:05
Start
Common Table Expression (CTEs) - 10:09
Start
Window Functions and Aliases - 15:29
Start
Row Numbers and Ranks - 6:17
Start
Using Other Rows with Window Functions - 11:10
Start
NTiles - 4:12
Start
Understanding Query Performance - 3:50
Start

Integrating Databases into Our Application

Adding Postgres to Our Docker Compose - 14:40
Preview
Creating Database Models in Python - 38:18
Start
Database Migrations - 31:10
Start
SQLAlchemy ORM Introduction - 20:27
Start
Creating a Database Client - 21:43
Start
Updating Our Application to Read from the Database - 25:49
Start
Database Inserts - 11:37
Start
Database Updates - 11:13
Start
Database Deletes - 3:15
Start
Async Database Queries - 12:17
Start
Async Updates - 6:50
Start
Updating Unit Tests to Work with the Database - 14:56
Start
Updating Integration Tests to Work with the Database - 12:10
Start
SQLite for Testing - 21:35
Start
Mocking - 31:23
Start

Caching

Redis Introduction - 31:37
Preview
Adding Caching to Our Application - 30:22
Start
Redis Hash Introduction - 20:01
Start
Redis Sets Introduction - 4:24
Start
Adding Hash Caching to Pagination Endpoint - 28:10
Start
Python Object Serialization - 15:25
Start
Cache Flushing - 11:09
Start
Data Compression - 11:07
Start

Linting

MyPy Configurations - 23:14
Preview
Import Sorting - 12:04
Start
Automatic Code Formatting - 4:09
Start
Additional Code Checking - 8:17
Start

GitHub

GitHub Credentials Setup - 6:14
Preview
GitHub Desktop Setup - 1:22
Start
Cloning a Repository - 4:07
Start
Pushing a Local Repository to GitHub - 14:10
Start
Reverting and Squashing Commits - 9:49
Start
GitHub Branches - 7:49
Start
Pull Request - 16:37
Start
Precommit Hooks - 11:42
Start
GitHub CLI - 22:27
Start
Tagged Release - 21:58
Start
Reading Documentation - 10:36
Start

Concurrent and Parallel Programming

Threading, Multiprocessing, and Async Introduction - 13:55
Preview
Threading in Python - 18:55
Start
Creating a Threading Class - 15:01
Start
Creating a Wikipedia Reader - 14:09
Start
Creating a Yahoo Finance Reader - 16:26
Start
Queues and Master Scheduler - 15:09
Start
Creating a Postgres Worker - 21:57
Start
Integrating the Postgres Worker - 20:14
Start
Yaml File Introduction - 18:33
Start
Creating a Yaml Reader - 30:57
Start
Improving Our Wiki Worker - 28:24
Start
Improving All Workers and Adding Monitoring - 29:04
Start
Final Program Clean-Up - 7:16
Start
Locking - 12:09
Start
Multiprocessing Introduction - 7:30
Start
Multiprocessing Queues - 7:38
Start
Multiprocessing Pool - 10:43
Start
Multiprocessing Pool Map Multiple Arguments - 4:08
Start
Multiprocessing Multiple Varying Arguments - 4:48
Start
Multiprocessing Checking Elements in List in Certain Ranges - 6:31
Start
Introduction to Writing Asynchronous Programs - 12:13
Start
Asynchronous Tasks - 6:33
Start
Async Gather Method - 7:43
Start
Using Async Timeouts - 3:15
Start
Creating Asynchronous For Loops - 3:03
Start
Using Asynchronous Libraries - 10:31
Start
The Async Wait Statement - 10:09
Start
Combining Async and Multiprocessing - 12:17
Start

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43304+ Students

186 Lectures

41+ Hours of Video

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Packt Publishing

Packt’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 4,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

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Python for Software Engineering Bootcamp

Go from zero to becoming a software engineer by taking this course

What's Inside

Course Curriculum

Get started now!

Pricing Coupon Discount

Packt Publishing