Official repository of ICG Summer Project '25 - Web Genie
Project Objective: A project based on Generative AI, specifically LLM's and their application in Web Development. Get a thorough understanding of the Web Development domain before leveraging AI to build dynamic components for the client.
Conduction: There will be two modules running parallelly, AI and WebDev, note that both are compulsory for ratification.
| AI | WebDev |
|---|---|
| 1. Git i. Simple Git Guide ii. First Contributions |
1. Web Basics A glimpse into how the web works |
| 2. Transformer & LLM Foundations A Rather Deep Dive into Deep Learning |
2. DNS DNS post series |
| 3. All you need for neural networks Neural Network from Scratch |
3. Web Architecture All of this happens behind just one click! |
- Thoery on fine tuning available under resourceDocs folder
- Codes updated in codes/ for sentiment analysis, LoRA and qLoRA fine-tuning. Go through them.
- Here's another from kaggle
- Fireship videos in general, but heres ones you need to watch HTML, CSS and Types of CSS
- Build an entire multi-page site using just HTML and CSS from this video