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AI Python for Beginners
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Module 2
Syllabus
Courses
Course Syllabus
AI Python for Beginners
Module 1: Basics of AI Python Coding
Introduction
Video
・
3m
What is computer programming?
Video
・
5m
Writing code with chatbots
Video
・
6m
Navigating the learning platform
Video
・
3m
Running your first program
Video with Code Example
・
8m
How to succeed in coding
Video
・
2m
Data in Python
Video with Code Example
・
10m
Combining text and calculations
Video with Code Example
・
7m
Variables
Video with Code Example
・
7m
Building LLM prompts with variables
Video with Code Example
・
4m
Functions: Actions on Data
Video with Code Example
・
7m
Working with a Virtual Library
Graded
・Code Assignment
・
1h30m
Quiz 1
Graded
・Quiz
・
10m
Module 2: Working with Your Own Data and Documents in Python
Using files in Python
Video with Code Example
・
5m
Loading and using your own data
Video with Code Example
・
6m
Reading journals from food critics
Video
・
7m
Extracting the best restaurants from journal entries
Video with Code Example
・
8m
Vacation planning using CSV files
Video with Code Example
・
7m
Turning code blocks into reusable functions
Video with Code Example
・
8m
Creating detailed itineraries for multiple cities
Video
・
8m
Quiz 2
Graded
・Quiz
・
10m
Quiz 3
Graded
・Quiz
・
10m
Module 3: Extending Python with Packages and APIs
Introduction
Video
・
3m
Using functions from a local file
Video with Code Example
・
7m
Built-in packages
Video with Code Example
・
8m
Using third-party packages
Video with Code Example
・
8m
Installing packages
Video with Code Example
・
8m
APIs to get data from the web
Video with Code Example
・
7m
APIs to use AI models
Video with Code Example
・
9m
Install Python on your computer
Code Example
・
10m
Conclusion
Video
・
3m
Share Your Learning Project!
Resource
・
10m
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AI Python for Beginners
Beginner
5h14m
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Generative Models
Prompt Engineering
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DeepLearning.AI
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