The Essential AI Workbench: Python + GitHub + Copilot X + Visual Studio Code Course

The Essential AI Workbench: Python + GitHub + Copilot X + Visual Studio Code Course

Next class: June 20 10 EST - 4:45 EST


https://www.onlc.com/outline.asp?ccode=ldwbx1


The Essential AI Workbench: Python + GitHub + Copilot X + Visual Studio Code Course Outline

Our 1-day AI Workbench (Python / Copilot X / VS Code) course is designed for non-programmers who want to dive into AI development. You'll learn how to implement and debug AI code using generative AI systems like ChatGPT and Github Copilot X, and the widely-used AI support language Python.


We'll guide you through setting up your integrated developer's environment with Visual Studio Code and Copilot X, and show you how to identify what the programs are doing and how to fix them if there is a problem. Best of all, you don't need to be a programmer - you can simply cut and paste code or accept suggestions from the AI.


By taking this course, you'll be able to customize AI solutions and follow along with examples at OpenAI, Huggingface, or thousands of YouTube videos. Imagine the possibilities - from building your own chatbot to analyzing data for your business, AI is a game-changer. Enroll now and take the first step toward becoming an AI developer!


COURSE OUTLINE


VISUAL STUDIO CODE INTRODUCTION


Getting Started with Visual Studio Code

Setup

Extensions

Customization


Basic Tips and Tricks

Status Bar

Extensions

Files and folders

IntelliSense

Git integration

Debugging


User Interface

Basic Layout

Explorer

Open Editors

Views

Command Palette

Tabs


PYTHON INTRODUCTION


Learn Python basics, including the following elements:

Boolean types

Strings

Mathematical operations

Lists and loops

Dictionaries

Functions


Use strings in Python

String basics in Python

String methods in Python


Use mathematical operations in Python

What are operators in Python?

Exercise - Use arithmetic operators

Work with numbers in Python


Introduction to lists in Python

Introducing lists

Exercise - Create and use Python lists

Work with numbers in lists

Manipulate list data


Use 'while' and 'for' loops in Python

About 'while' loops

Exercise - Create a 'while' loop

Use 'for' loops with lists


Manage data with Python dictionaries

Introducing Python dictionaries

Exercise - Create Python dictionaries

Dynamic programming with dictionaries

Exercise - Dynamic programming with dictionaries


Python functions

Basics of Python functions

Use function arguments

Use keyword arguments

Use variable arguments


GITHUB COPILOT X INTRODUCTION


Introduction to GitHub Copilot X

Signing up for GitHub Copilot for your personal account

Signing up for GitHub Copilot for your organization account

Installing the GitHub Copilot extension for Visual Studio Code

Getting your first suggestion


About GitHub Copilot and Visual Studio Code

Installing Visual Studio Code Extension

Seeing your First Suggestion

Seeing Alternative Suggestions

Seeing multiple suggestions in a new tab

Generating Code suggestions from Comments

Enabling/Disabling GitHub Copilot


Configuring GitHub Copilot

Github Settings

In Your Environment

Organizational Settings

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