Akhilendra

Fundamentals of Gen AI

Components of Gen AI

Couple of AI based tools for Video Editing and animation

Introduction to evaluation metrics & Precision

Recall and other metrics

How to manage Precision & Recall

Quiz

Introduction to LLMs for beginners

Why LLMs

What is Hallucination

How does Self Attention Mechanism works

Non-Technical introduction of Encoder and Decoder

How does LLM works

Illustration of LLM's working

Evaluating LLM's performance- Perplexity, BLEU, ROUGE

Quiz

Intro to Structure based Prompt techniques

Purpose based Prompt Techniques

Shots in Prompt Engineering

Chain of Thoughts

Instruction tuning and RAG prompt technique

Meta & Tree of thought

ReAct and DSP

The AI Amplifier: How to Use ChatGPT and Meta AI to Boost AI Performance

Boost Your LinkedIn Game: Mastering Meta AI & ChatGPT for Success

Revolutionizing User Research: Unlocking Insights with ProdMoh A

Quiz

140+ Advance Prompts covering all major industries

Designing BERT model with HuggingFace Transformer and Pytorch

Running sentiment analysis with BERT

Introduction to Explainable AI (xAI): Uncovering the Black Box

Beyond the Surface: Exploring Explainable AI (xAI) Challenges and Limitations

Unlocking Model Interpretability: Deep Dive into LIME and SHAP

Putting LIME and SHAP to Work: Real-World Case Studies for Explainable AI

The Hidden Dangers of Personalization: Filter Bubbles and Exploration-Exploitation

Explainable AI, LIME, SHAP, Filter Bubbles, and Exploration-Exploitation