# Python-for-AI

**Repository Path**: javywang/python-for-ai

## Basic Information

- **Project Name**: Python-for-AI
- **Description**: No description available
- **Primary Language**: Python
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 2
- **Created**: 2026-04-27
- **Last Updated**: 2026-06-04

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Python for AI

> Undergraduate Practical Course for AI Majors

This course is designed for freshman and sophomore undergraduate students majoring in AI. Through hands-on Python programming, students will master the fundamental skills required for artificial intelligence development.

## 📚 Course Content

- Python Programming Fundamentals
- Python Data Analysis (NumPy/Pandas Data Processing)
- Python Data Visualization (matplotlib)
- Introduction to Machine Learning (scikit-learn)
- Deep Learning Fundamentals (PyTorch)
- AI Project-Based Practice

## 🚀 Quick Start

```bash
# 0. Clone the repository
git clone https://gitee.com/javywang/python-for-ai.git

# 1. Create a virtual environment (specifying Python 3.10)
conda create -n python-for-ai python=3.10 -y

# 2. Activate the environment
conda activate python-for-ai

# 3. Install core libraries for data analysis and visualization
conda install numpy pandas matplotlib seaborn jupyter -y

# 4. (Optional) Install scipy, which is used for some scientific computing tasks
conda install scipy -y

# 5. (Optional) Set up a domestic mirror source to speed up downloads (student-friendly)
pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
```