Explore advanced generative AI concepts and applications including prompt engineering, text-to-image generation, interactive storytelling, and audio synthesis.
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Explore cutting-edge generative AI technologies and create innovative applications. Master prompt engineering, AI ethics, and build real-world projects using modern AI tools and platforms.
| Session | Topic | Objectives | Notes/File Link | Activities Link | Projects | Exit Ticket | Submission Link |
|---|---|---|---|---|---|---|---|
| 1 | Introduction to Generative AI and Core Concepts | Generative AI fundamentals and applications | Concept 01: Introduction to Generative AI & Core Concepts | Activity 01: Introduction to Generative AI & Core Concepts | - | ET-1 | Submit Activity |
| 2 | Data, Training, and Bias in AI | AI training data and bias mitigation | Concept 02: Data, Training & Bias in AI | Activity 02: Data, Training & Bias in AI | - | ET-2 | Submit Activity |
| 3 | Word Representations - Embeddings and Neural Networks | Text processing and neural networks | Concept 03: Word Representations - Embeddings & Neural Networks | Activity 03: Word Representations - Embeddings & Neural Networks | - | ET-3 | Submit Activity |
| 4 | Advanced Model Mechanisms: Attention and Output Generation | Attention mechanisms and transformers | Concept 04: Advanced Model Mechanisms- Attention & Output Generation | Activity 04: Advanced Model Mechanisms- Attention & Output Generation | - | ET-4 | Submit Activity |
| 5 | Interacting with Language Models and Prompt Engineering | Prompt engineering techniques | Concept 05: Interaction with Language Models & Prompt Engineering | Activity 05: Interaction with Language Models & Prompt Engineering | - | ET-5 | - |
| 6 | Project One: Hugging Face Project | AI image and camera applications | - | - | Project 01- Hugging Face | - | Submit Project |
| 7 | Advanced Prompt Strategies and Retrieval Techniques | Advanced prompting and retrieval methods | Concept 06: Advanced Prompt Strategies and Retrieval Techniques | Activity 06: Advanced Prompt Strategies & Retrieval Technique | - | ET-6 | - |
| 8 | Evaluating Models: Model Cards and Fine-Tuning | Model evaluation and fine-tuning | Concept 07: Evaluation Models - Model Cards & Fine-Tuning | Activity 07: Evaluation Models - Model Cards & Fine-Tuning | - | ET-7 | Submit Activity |
| 9 | Quiz 1 + AI Coding with IDE | Assessment and AI-assisted coding | Concept 08: AI Coding with IDE | Quiz 1 + Activity 08: AI Coding with IDE | - | ET-8 | Submit Activity |
| 10 | AI Development Foundations + Spelling Bee (Part 1) | AI models, command line, vibe engineering mindset + Game development | Concept 9: AI Development Foundations | Activity 9: AI Development Foundations | Project 02- Spelling Bee | - | - |
| 11 | Communication with AI + Spelling Bee (Part 2) | Prompting mastery, context management, agent.md + Enhanced features | Concept 10: Communication with AI | Activity 10: Communication with AI | Project 02- Spelling Bee | - | - |
| 12 | Debugging Mastery + Spelling Bee (Part 3) | DevTools, debugging workflow, AI-assisted debugging + Final implementation | Concept 11: Debugging Mastery | Activity 11: Debugging Mastery | Project 02- Spelling Bee | - | Submit Project |
| 13 | Project 3: Smart Farm Assistant (Part 1) | Agricultural AI assistant development | - | - | Project 03- Smart Farm Assistant | - | - |
| 14 | Development Workflow Essentials + Smart Farm (Part 2) | NPM, version control, Git basics + Browser APIs | Concept 12: Development Workflow Essentials | Activity 12: Development Workflow Essentials | Project 03- Smart Farm Assistant | - | - |
| 15 | Code Quality & Validation + Smart Farm (Part 3) | Linting, build pipelines, professional commits + UX optimization | Concept 13: Code Quality & Validation | Activity 13: Code Quality & Validation | Project 03- Smart Farm Assistant | - | - |
| 16 | Project 3: Smart Farm Assistant (Part 4) | Deployment and presentation | - | - | Project 03- Smart Farm Assistant | - | Submit Project |
| 17 | Vibe Coding with GitHub | Collaborative AI development | Concept 14: Vibe Coding with Github | Activity 14: Vibe Coding with Github | - | ET-9 | - |
| 18 | AI Collaboration at Scale + Final Project (Part 1) | Token management, multi-agent workflows, MCP tools + Project kickoff | Concept 15: AI Collaboration at Scale | Activity 15: AI Collaboration at Scale | Project 04- Final Project Creative Project | - | - |
| 19 | Final Project (Part 2) | Core features implementation | - | - | Project 04- Final Project Creative Project | - | - |
| 20 | Final Project (Part 3) | Optimization and refinement | - | - | Project 04- Final Project Creative Project | - | - |
| 21 | Reflection & Mastery + Final Project (Part 4) | Journey reflection, personal playbook, portfolio prep + Testing & submission | Concept 16: Reflection & Mastery | Activity 16: Reflection & Mastery | Project 04- Final Project Creative Project | - | Submit Project |
| 22 | Final Project Review | Portfolio preparation and peer feedback | - | - | Project 04- Final Project Creative Project | - | - |
| 23 | Quiz 2 | Assessment of applied AI knowledge | - | Quiz 2 | - | - | - |
| 24 | Graduation | Portfolio review and course completion | Download Graduation Background | Complete Feedback Form | - | Submit Testimonial | - |