Generative AI applicationsPrompt Engineering and Generative AI

Master interacting with, optimizing and deploying Large Language Models: generative AI fundamentals, prompt engineering, RAG, multimodal AI and business applications.

Book an appointment Call 847-350-9034

10 weeksRAG labsCapstone project

Ten-week plan

One focus each week. 1

Week 1

Generative AI fundamentals.2

Week 2

Prompt engineering techniques.3

Week 3

Advanced prompt design.4

Week 4

RAG fundamentals.5

Week 5

Building a RAG knowledge bot.6

Week 6

Multimodal AI.7

Week 7

AI content generation.8

Week 8

Business applications I.9

Week 9

Business applications II.10

Week 10

Capstone project.

Weekly topics and projects

What each week covers and how you are evaluated.

Weeks 1 to 3

✓Generative models, LLM architecture, tokens and embeddings, common use cases✓Zero-shot and few-shot, chain-of-thought, role and persona prompting✓Prompt chaining, structured outputs, guardrails and prompt safety

Weeks 4 to 6

✓Vector embeddings, vector databases and retrieval pipeline design✓Chunking strategies, indexing and retrieval tuning, evaluating RAG quality✓Image generation, vision-language models, audio and speech AI

Weeks 7 to 10

✓Marketing copy generation, content calendars, brand voice tuning✓Customer service AI assistants and HR assistants✓Document intelligence and knowledge management✓Capstone: Enterprise AI Assistant project work and presentations

Assessments and projects

✓Weekly quizzes and prompt-design assignments✓Lab: RAG Knowledge Bot✓Lab: AI Content Generator✓Final project: Enterprise AI Assistant

Support and salient features

Career support and classroom features that come with the course.

Staffing support

✓Resume preparation✓Mock interview preparation✓Phone interview preparation✓Face to face interview preparation✓Project and technology preparation✓Internship with internal project work✓Externship with client project work

Our salient features

✓Hands-on labs and homework✓Group discussion and case study✓Course project work✓Regular quiz and exam✓Regular support beyond the classroom✓Students can re-take the class at no cost✓Dedicated conference rooms for group project work✓Live streaming for remote students✓Video recording to catch up on a missed class

Ready to build with generative AI?

Call 847-350-9034 or book an appointment to talk about this course and funding options.Book an appointment Call 847-350-9034 Education grant program

Ten-week plan

One focus each week.1

Week 1

Generative AI fundamentals.2

Week 2

Prompt engineering techniques.3

Week 3

Advanced prompt design.4

Week 4

RAG fundamentals.5

Week 5

Building a RAG knowledge bot.6

Week 6

Multimodal AI.7

Week 7

AI content generation.8

Week 8

Business applications I.9

Week 9

Business applications II.10

Week 10

Capstone project.

Weekly topics and projects

What each week covers and how you are evaluated.1

Weeks 1 to 3

✓Generative models, LLM architecture, tokens and embeddings, common use cases✓Zero-shot and few-shot, chain-of-thought, role and persona prompting✓Prompt chaining, structured outputs, guardrails and prompt safety2

Weeks 4 to 6

✓Vector embeddings, vector databases and retrieval pipeline design✓Chunking strategies, indexing and retrieval tuning, evaluating RAG quality✓Image generation, vision-language models, audio and speech AI3

Weeks 7 to 10

✓Marketing copy generation, content calendars, brand voice tuning✓Customer service AI assistants and HR assistants✓Document intelligence and knowledge management✓Capstone: Enterprise AI Assistant project work and presentations4

Assessments and projects

✓Weekly quizzes and prompt-design assignments✓Lab: RAG Knowledge Bot✓Lab: AI Content Generator✓Final project: Enterprise AI Assistant

Support and salient features

Career support and classroom features that come with the course.1

Staffing support

✓Resume preparation✓Mock interview preparation✓Phone interview preparation✓Face to face interview preparation✓Project and technology preparation✓Internship with internal project work✓Externship with client project work2

Our salient features

✓Hands-on labs and homework✓Group discussion and case study✓Course project work✓Regular quiz and exam✓Regular support beyond the classroom✓Students can re-take the class at no cost✓Dedicated conference rooms for group project work✓Live streaming for remote students✓Video recording to catch up on a missed class

Ready to build with generative AI?

Call 847-350-9034 or book an appointment to talk about this course and funding options.Book an appointment Call 847-350-9034 Education grant program