https://github.com/2100031988/programming_for_aiml_codes
All of my descriptive code are published here and is updated everyday as I learn new concepts
https://github.com/2100031988/programming_for_aiml_codes
dataset numpy pandas pipeline python visual-studio visualization
Last synced: 27 days ago
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All of my descriptive code are published here and is updated everyday as I learn new concepts
- Host: GitHub
- URL: https://github.com/2100031988/programming_for_aiml_codes
- Owner: 2100031988
- License: mit
- Created: 2026-04-14T10:20:49.000Z (2 months ago)
- Default Branch: master
- Last Pushed: 2026-05-24T10:15:11.000Z (about 1 month ago)
- Last Synced: 2026-05-24T11:27:16.853Z (about 1 month ago)
- Topics: dataset, numpy, pandas, pipeline, python, visual-studio, visualization
- Language: Python
- Homepage:
- Size: 47.9 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
Programming for AI/ML 🤖
Overview •
Topics •
Structure •
Workflow
---
## Overview
This repository contains all of my **AI/ML learning journey** — from NumPy basics to Neural Networks. Every file here represents a concept I studied, practiced, or was assessed on during my programming for AI/ML course.
**What you'll find here:**
1. Daily practice files and workshop practicals
2. NumPy and Pandas exercises
3. Neural Networks and ML pipeline implementations
---
## Topics Covered
| Topic | Files |
|---|---|
| NumPy Essentials | `numpy_essentials_w3schools.py`, `numpy_ufuncs_w3schools.py` |
| NumPy Practice | `numpy_practice_13april.py`, `numpy_workshop_practical_practice_week5.py` |
| Pandas | `LEARNING_PANDAS.py` |
| Neural Networks | `neural_networks.py` |
| ML Pipelines | `ai_ml_workflow.py`, `practising_aiml_workflow.py` |
| Weekly Practicals | `practical_week3.py`, `task2_practical_week3.py`, `week5_workshop.py` |
| Models | `models.py`, `sorting.py` |
---
## Project Structure
```bash
programming_for_ai/
│
├── numpy_essentials_w3schools.py
├── numpy_ufuncs_w3schools.py
├── numpy_practice_13april.py
├── numpy_workshop_practical_practice_week5.py
│
├── LEARNING_PANDAS.py
├── models.py
│
├── neural_networks.py
│
├── ai_ml_workflow.py
├── practising_aiml_workflow.py
├── practical_aiml_workflow.py
│
├── practical_week3.py
├── task2_practical_week3.py
├── week5_workshop.py
├── workshop_week2.py
│
├── sorting.py
├── main.py
├── practice.py
├── data.csv
└── README.md
```
---
## Daily Workflow
This repo is updated daily as I learn new concepts:
```bash
git add .
git commit -m "what I learned today"
git push origin master
```
---
## Contributors
**Sabyasachi Kumar**
---
## License
This project is licensed under the [MIT License](LICENSE).