Best Generative AI Course to Boost Your Skills

Course Content

Intro to Generative AI & LLMs

Evolution of AI → LLMs → GenAI
00:00
Model types: GPT, PaLM, LLaMA, Claude
00:00
Prompting strategies (zero-, one-, few-shot)
00:00
Introduction to Vertex AI & OpenAI APIs
00:00

Prompt Engineering Masterclass

LangChain & Chain-of-Thought Workflows

Vector Databases & RAG (Retrieval Augmented Generation)

Hands-On Lab Day (Review + Practice)

Week 2: GenAI Applications, Deployment & Ethics

GenAI Use Cases & Solution Design

Deploying GenAI Applications on GCP

AI Ethics, Privacy, Safety & Governance

Student Ratings & Reviews

No Review Yet

Popular Courses

Free Courses

Career Paths

Learning & practices

Career guidance& advice

Popular Courses

Free Courses

Career Paths

Learning & practices

Career guidance& advice

Course Content

Intro to Generative AI & LLMs

Evolution of AI → LLMs → GenAI

Model types: GPT, PaLM, LLaMA, Claude

Prompting strategies (zero-, one-, few-shot)

Introduction to Vertex AI & OpenAI APIs

Prompt Engineering Masterclass

System vs user prompts

Role prompting and chaining

Templates, tools, and parameters

Hands-on: Prompt tuning for chat and classification tasks

LangChain & Chain-of-Thought Workflows

LangChain overview and architecture

Memory, agents, and chains

Integrating APIs and external tools

Build: AI-powered resume evaluator

Vector Databases & RAG (Retrieval Augmented Generation)

Introduction to embeddings and vector search

Tools: FAISS, Weaviate, Pinecone

RAG pipelines: Why and how

Build: Document Q&A Chatbot with RAG

Hands-On Lab Day (Review + Practice)

Hands-On Lab Day (Review + Practice)

Project: Company Knowledgebase Bot

Lab challenges: Prompt engineering, chaining, embedding search

Peer feedback, quiz, and wrap-up

Week 2: GenAI Applications, Deployment & Ethics

GenAI Use Cases & Solution Design

Use cases: Marketing, Legal, HR, Education, Customer Service

Solution blueprints for document generation, summarisation, Q&A

Build: Multi-step AI Workflow (input → generation → summarisation)

Deploying GenAI Applications on GCP

Deploying models with Vertex AI

Building REST APIs for GenAI apps

Streamlit/Gradio for interface design

CI/CD for GenAI models

AI Ethics, Privacy, Safety & Governance

AI hallucinations, bias, safety protocol

RLHF and Human-in-the-loop practices

Data privacy and regulatory frameworks (GDPR, HIPAA)

Explainability and audit logs

Student Ratings & Reviews

LSAI

Career Path

Popular Courses

Our Locations

Learning &
practices

Career guidance
& advice

Learning &
practices

Career guidance
& advice