Generative AI Complete
Master the AI Revolution
Course Code: GEN-AI-101
Duration: 12 Weeks
Level: Beginner to Intermediate
Platform: inskillflow Academy
Course Overview
Welcome to the most comprehensive course on Generative AI! This program will take you from understanding the fundamentals to mastering advanced applications of AI that creates content.
Whether you're a professional looking to leverage AI in your work, a manager making strategic decisions about AI adoption, a creator exploring new tools, or a developer building AI-powered applications, this course has something valuable for you.
Learning Objectives
By the end of this course, you will be able to:
- Understand how generative AI works at a conceptual level
- Use major AI tools like ChatGPT, DALL-E, Midjourney, and more
- Create effective prompts for text, image, audio, and video generation
- Build AI-powered applications using APIs
- Evaluate ethical considerations and business implications
- Stay current with the rapidly evolving AI landscape
Teaching Methodology
70% Practical Application - 30% Theory
Each module combines:
- Clear theoretical explanations
- Real-world examples and case studies
- Hands-on exercises
- Interactive quizzes (30 questions per module)
Course Structure - 12 Modules
Module 1: Introduction to Generative AI
Duration: 1 Week
Content:
- What is Generative AI?
- History and Evolution
- Generative vs Traditional AI
Objectives:
- Understand the fundamental concepts of generative AI
- Learn about the history and key milestones
- Distinguish between generative and discriminative AI
Module 2: How Generative AI Works
Duration: 1 Week
Content:
- Neural Networks Basics
- Transformers Architecture
- Training and Learning Process
Objectives:
- Understand how neural networks learn
- Learn about the transformer architecture
- Understand pre-training, fine-tuning, and RLHF
Module 3: Text Generation
Duration: 1 Week
Content:
- Large Language Models (LLMs)
- ChatGPT, Claude, and Competitors
- Applications and Use Cases
Practical Exercises:
- Exploring different LLMs
- Writing effective prompts
- Comparing model outputs
Module 4: Image Generation
Duration: 1 Week
Content:
- Diffusion Models Explained
- DALL-E, Midjourney, Stable Diffusion
- Creating Effective Image Prompts
Practical Exercises:
- Generating images with different platforms
- Mastering prompt engineering for images
- Understanding style and composition
Module 5: Audio and Music Generation
Duration: 1 Week
Content:
- Text-to-Speech Technologies
- Music Generation AI
- Voice Cloning and Ethics
Practical Exercises:
- Creating natural-sounding speech
- Generating music with AI
- Understanding ethical considerations
Module 6: Video Generation
Duration: 1 Week
Content:
- Text-to-Video Models
- Sora, Runway, and Others
- Video Editing with AI
Practical Exercises:
- Creating AI-generated videos
- Editing with AI assistance
- Understanding current limitations
Module 7: Code Generation
Duration: 1 Week
Content:
- GitHub Copilot and Alternatives
- AI-Assisted Development
- Best Practices and Limitations
Practical Exercises:
- Using code completion tools
- Debugging with AI
- Security best practices
Module 8: Multimodal AI
Duration: 1 Week
Content:
- Combining Text, Image, Audio
- GPT-4 Vision and Beyond
- Future of Multimodal Systems
Practical Exercises:
- Using vision capabilities
- Analyzing documents with AI
- Exploring multimodal applications
Module 9: Business Applications
Duration: 1 Week
Content:
- Marketing and Content Creation
- Customer Service Automation
- Product Design and Innovation
Case Studies:
- Real-world business implementations
- ROI analysis and best practices
Module 10: Building with Generative AI
Duration: 1 Week
Content:
- APIs and Integration
- Building AI-Powered Apps
- No-Code/Low-Code Solutions
Practical Exercises:
- Using OpenAI and Anthropic APIs
- Building a simple AI application
- Exploring no-code tools
Module 11: Ethics and Governance
Duration: 1 Week
Content:
- Bias and Fairness
- Copyright and Ownership
- Regulation and Compliance
Discussions:
- Ethical frameworks for AI use
- Navigating the legal landscape
Module 12: Future of Generative AI
Duration: 1 Week
Content:
- Emerging Trends
- AGI and Beyond
- Preparing for the AI Future
Final Project:
- Comprehensive application of learned concepts
Course Progress
| Status | Module | Link |
|---|---|---|
| ✅ Complete | Module 1 - Introduction to Generative AI | Start |
| ✅ Complete | Module 2 - How Generative AI Works | Start |
| ✅ Complete | Module 3 - Text Generation | Start |
| ✅ Complete | Module 4 - Image Generation | Start |
| ✅ Complete | Module 5 - Audio and Music Generation | Start |
| ✅ Complete | Module 6 - Video Generation | Start |
| ✅ Complete | Module 7 - Code Generation | Start |
| ✅ Complete | Module 8 - Multimodal AI | Start |
| ✅ Complete | Module 9 - Business Applications | Start |
| ✅ Complete | Module 10 - Building with Generative AI | Start |
| ✅ Complete | Module 11 - Ethics and Governance | Start |
| ✅ Complete | Module 12 - Future of Generative AI | Start |
🎉 Course Complete!
All modules are ready with complete content and interactive quizzes (30 questions per module).
📖 Additional Resources
| Resource | Description |
|---|---|
| 📚 Glossary | 150+ AI terms with definitions |
| 🔗 Resources | Tools, platforms, papers, and communities |
| 🎯 Final Exam | 50 comprehensive questions |
Start Now!
Explore the modules from the sidebar and begin your journey to mastering Generative AI!
Good luck with your learning journey!
Last updated: December 2024
📊 Course Statistics
| Item | Count |
|---|---|
| Modules | 12 |
| Chapters | 36+ |
| Quiz Questions | 360 |
| Estimated Learning Hours | 40+ |