Welcome to

AI Bootcamp

Course Syllabus and Content

Module 1

Introduction to AI and LLMs

3 Lessons

Foundational Model Knowledge

Module 2

AI Ecosystem and Market Overview

5 Lessons

The AI Landscape

Module 3

Developer Tools and Frameworks

3 Lessons

Building Blocks of AI Development

Module 4

How LLMs Predict

3 Lessons

Decoding the Prediction Mechanism

Module 5

Embeddings and Transformations

3 Lessons

Transforming Inputs to Outputs

Module 6

Self-Attention Mechanism

3 Lessons

Enhancing Contextual Understanding

Module 7

Positional Encoding and Context

3 Lessons

Understanding Contextual Relevance

Module 8

Advanced Attention Mechanisms

2 Lessons

Diving Deeper into Attention

Module 9

Optimizing LLM Inference

3 Lessons

Enhancing Performance and Efficiency

Module 10

Practical Applications of LLMs and Interview Prep

4 Lessons

Building Real-World Applications and Interview Prep