Welcome to the BasicAI-To-GenerativeAI Bootcamp repository! This repository contains all resources, code, and documentation for your journey from understanding fundamental AI concepts to mastering advanced Generative AI technologies.

This bootcamp is designed to provide a structured pathway to learn the evolution of AI, from foundational concepts to advanced generative models and their applications.

• A high-level introduction to AI concepts and the scope of the bootcamp.

• Core concepts of AI, including classical AI approaches and the basics of machine learning.

• Dive into deep learning fundamentals and explore architectures like CNNs and RNNs.

• Techniques and algorithms for understanding and generating human language.

• Explore architectures for state-of-the-art language models and their applications.

• Understanding and working with large-scale pre-trained language models (LLMs) like GPT, BERT, etc.

• Learn about combining retrieval techniques with generative models for knowledge-augmented AI systems.

• Insights into upcoming trends and innovations in AI.

• Create a personal AI portfolio to showcase your expertise and projects.

/code               # All source code and scripts
/datasets           # Sample datasets for hands-on sessions
/notebooks          # Jupyter notebooks for exercises and assignments
/docs               # Documentation and additional resources
README.md           # This file

• Basic programming skills (Python preferred).
• Understanding of linear algebra, probability, and basic statistics.

1. Clone this repository:

   git clone https://github.com/username/repo-name.git
   

2. Install the dependencies:

   pip install -r requirements.txt
   

3. Navigate through /code and /notebooks folders for hands-on exercises.

For assistance, email me at [email protected].