Artificial Intelligence Workshop

Current Status

Not Enrolled

Price

Closed

Get Started

This course is currently closed

Course Content

Day 0 Python

Session 1 Python full course

Day 1 Machine Learning

Session 1 Where AI is Used ?

Session 2 What is Machine Learning

Session 3 ML using Teachable Machines

Session 4 Hackathon

Day 2 AI

Session 1: Basics of GenAI

Session 2: Prompt Engineering

Session 3: Exploring GenAI API

Session 4: Exploring HuggingFace

Other Important Resources

Complete GenAI Course Part 1

Complete GenAI Course Part 2

Prompt Engineering

Basics of Prompting

Prompt Elements

General Tips for Designing Prompts

Examples of Prompts

Prompting Techniques

Zero-Shot Prompting

Few-Shot Prompting

Chain-of-Thought Prompting

Self-Consistency

Generated Knowledge Prompting

Prompt Chaining

Tree of Thoughts (ToT)

Retrieval Augmented Generation (RAG)

Automatic Reasoning and Tool-use (ART)

Automatic Prompt Engineer (APE)

Directional Stimulus Prompting

PAL (Program-Aided Language Models)

ReAct Prompting

Multimodal CoT Prompting

Agents

Introduction to AI Agents

Agent Components

Guides

Optimizing Prompts

Applications

Fine-Tuning with GPT-4o Models

Function calling

Context Caching with LLMs

Generating Data

Generating Synthetic Dataset for RAG

Tackling Generated Datasets Diversity

Generating Code

Graduate Job Classification Case Study

Prompt Function

Prompt Hub

Information Extraction with LLMs

Image Generation

Mathematical Understanding with LLMs

Question Answering with LLMs

Text Summarization

Adversarial Prompting

Models

Gemini Advanced

Risks & Misuses

Adversarial Prompting in LLMs

LLM Research Findings

RAG Faithfulness

LLM In-Context Recall

RAG Reducing Hallucination

Infinite-Attention

LM-Guided Chain-of-Thought

Trustworthiness in LLMs

LLM Tokenization

Paper

Tools

Notebooks

Datasheets

Additional Readings

Additional Reading

× How can I help you?