Welcome to
AI Bootcamp
Course Syllabus and Content
Module 1
Introduction to AI and LLMs
3 Lessons
Foundational Model Knowledge
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 2
AI Ecosystem and Market Overview
5 Lessons
The AI Landscape
- Sneak Peek
- Sneak Peek
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 3
Developer Tools and Frameworks
3 Lessons
Building Blocks of AI Development
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 4
How LLMs Predict
3 Lessons
Decoding the Prediction Mechanism
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 5
Embeddings and Transformations
3 Lessons
Transforming Inputs to Outputs
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 6
Self-Attention Mechanism
3 Lessons
Enhancing Contextual Understanding
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 7
Positional Encoding and Context
3 Lessons
Understanding Contextual Relevance
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 8
Advanced Attention Mechanisms
2 Lessons
Diving Deeper into Attention
- Sneak Peek
- Sneak Peek
Module 9
Optimizing LLM Inference
3 Lessons
Enhancing Performance and Efficiency
- Sneak Peek
- Sneak Peek
- Sneak Peek
Module 10
Practical Applications of LLMs and Interview Prep
4 Lessons
Building Real-World Applications and Interview Prep
- Sneak Peek
- Sneak Peek
- Sneak Peek
- Sneak Peek