English | Size: 8.93 GB
Genre: eLearning
Python from Scratch LiveLessons is a gentler, more entertaining, and more practical starting point to learning the Python programming language.
Unlike the typical approach to teaching a programming language that covers each feature section by section, this course is structured more like a cooking class.
You can follow along and execute all the code being demonstrated in an interactive notebook as you watch the video, much the same way you would watch a cooking video in your kitchen.
Course Requirements:
Assumes basic familiarity with programming concepts, but no previous experience programming in Python is required
Table of Contents:
Introduction
Python from Scratch LiveLessons: Introduction 00:02:02
Lesson 1: Setup
Learning objectives (or Topics) 00:00:25
1.1 Installation 00:02:23
1.2 This is a Jupyter notebook 00:05:17
1.3 Complete Pie Factory 00:03:23
Lesson 2: The Recipe—Python Handling Text
Learning objectives (or Topics) 00:00:25
2.1 Everything starts with a recipe 00:04:20
2.2 Break text up into parts 00:13:33
2.3 DRY stands for Don’t Repeat Yourself 00:07:05
2.4 Break up the recipe some more 00:04:18
2.5 Putting it all together into functions 00:17:23
2.6 One function to do it all 00:05:44
Lesson 3: Ingredients—Python Base Types (string, int, decimal, tuple, lists)
Learning objectives (or Topics) 00:00:21
3.1 What is an ingredient? What is a type? 00:06:45
3.2 User-defined types 00:04:28
3.3 Storing quantities of ingredients 00:04:36
3.4 What type? 00:21:05
3.5 Putting it all together 00:05:45
Lesson 4: Mixing Ingredients—Python Dictionaries
Learning objectives (or Topics) 00:00:26
4.1 Logging and control 00:03:57
4.2 Start with the filling 00:10:15
4.3 Notes on dicts 00:03:03
4.4 Reusable code 00:13:32
4.5 Putting it all together 00:02:59
4.6 Code-reuse 00:01:33
Lesson 5: Bake It—Python Functions
Learning objectives (or Topics) 00:00:27
5.1 Functions 00:03:36
5.2 Bake it function 00:06:29
5.3 A brief introduction to parameters and arguments 00:04:43
5.4 Arguments in the kitchen 00:03:18
Lesson 6: Many Types of Pie—Python Classes
Learning objectives (or Topics) 00:00:21
6.1 Making the pie class 00:07:02
6.2 Different types of pie 00:05:27
6.31 Combining functionality to make pies—Part 1 00:08:34
6.32 Combining functionality to make pies—Part 2 00:11:39
6.4 Mixing many pies 00:05:27
Lesson 7: Pie Factory—object-Oriented Python
Learning objectives (or Topics) 00:00:34
7.1 Read the API documentation for our Factory Conveyor Belt we will use (already exists) 00:06:04
7.2 Creating callbacks 00:02:17
7.3 Using the mock server 00:07:41
7.4 Running 00:02:59
7.5 Creating more callbacks and putting it all together 00:18:38
Lesson 8: Pie Store—Visuals UX/UI Design
Learning objectives (or Topics) 00:00:23
8.1 Connecting a user interface 00:02:04
8.2 Create the client code 00:08:43
8.3 Creating a simple server 00:05:16
8.4 Assembling the complete Pie Factory 00:15:56
Summary
Python from Scratch LiveLessons: Summary 00:01:17
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