Python for AI

Python is the #1 language for AI. In this course you'll learn Python from scratch focusing on essential AI libraries: NumPy for numerical computing, Pandas for data analysis, and Matplotlib for visualization.

24 lessons

18h

3 projects

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Who is this course for?

✓Those with no programming background
✓Those who know another language and want Python
✓Beginner AI students

What you'll learn

Python basics: variables, functions, loops

NumPy and array operations

Pandas and data analysis

Matplotlib and data visualization

Build a first simple ML model

Course Content

1Installing Python and setting up environment

🎥20 min

2Variables and data types

🎥30 min

3Loops and conditions

🎥35 min

4Functions and modules

🎥40 min

5Introduction to NumPy

🎥45 min

6Introduction to Pandas

🎥50 min

7Data visualization with Matplotlib

🎥40 min

8Project: Complete CSV data analysis

🔨90 min

✅ Test Your Knowledge

Q1.What is the output of `print(type(3.14))`?

Q2.Which library is used for tabular data analysis in Python?

Q3.What is NumPy used for?

Related Projects

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CSV Data Analyzer

beginner • Python, Pandas, Claude API

📚

AI Study Planner

beginner • Python, Claude API, Streamlit

Skills Gained

PythonNumPyPandasMatplotlib

Required Tools

🔧Python 3.10+
🔧Google Colab
🔧Jupyter Notebook
🔧VS Code

Related Courses

⚙️Machine Learning 🧠AI Foundations

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