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MixedEasyAI FundamentalsPython for AI
Python for AI: From Zero to Your First AI App
The programming foundation for every AI career: learn Python from scratch, work with data in NumPy and pandas, and call LLMs from your own code.
24 lessons3 exams22h 7m
About this course
Level 0, topic 2 of the BitByte AI path. A bilingual written tutorial with real, tested code; short, carefully chosen videos from Corey Schafer, freeCodeCamp, Keith Galli, ArjanCodes and Programming with Mosh; and three quizzes from easy to hard.
You start by installing Python and finish by building a review-analysis tool that calls a language model, validates its answers and summarises the results with pandas.
What you will learn
- Set up Python with a virtual environment, an editor and pip
- Write programs with variables, collections, conditions, loops, functions and classes
- Read and write text, JSON, CSV and JSON Lines files and handle errors properly
- Analyse data with NumPy and pandas and plot it with Matplotlib
- Call web APIs and LLMs (OpenAI and Claude) from Python safely: keys, timeouts, retries and validation
- Use async and streaming, and build a complete small AI tool
Curriculum
1. Get set up
3 items- pip: Installing Packages9:06
2. Read: Python for AI
1 item3. Python basics
8 items- Strings: Working with Text21:11
- Integers and Floats11:55
- Lists, Tuples and Sets29:04
- Dictionaries9:59
- Conditionals and Booleans16:28
- Loops and Iterations10:14
- Functions21:47
- F-Strings13:42
4. Check yourself: the basics
1 item5. Writing real programs
5 items- Modules and the Standard Library21:57
- Comprehensions18:29
- Reading and Writing Files24:33
- Error Handling with try/except10:34
- Classes and Instances15:24
6. Python for data
3 items- NumPy for Beginners58:09
- Complete pandas Tutorial94:11
- Matplotlib: Your First Plots35:01
7. Check yourself: programs and data
1 item8. Python for AI work
2 items- The requests Library25:00
- Concurrent Programming with asyncio19:18
9. Final exam
1 item10. Full-length courses (optional)
3 items- Python in One Hour (Crash Course)60:06
- Learn Python: Full Course for Beginners266:52
- Python Full Course for Beginners374:07
Requirements
- No programming experience needed
- A computer with internet access, or just a browser (Google Colab)
- Basic English for the videos (the tutorial and quizzes are in English and Bangla)
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