AI Ecosystem for the Absolute Beginners - Hands-On

🎓 AI Ecosystem for Absolute Beginners - Hands-On

Course Headline:

🚀 "Learn AI Ecosystem (AI, ML, DL, GenAI) with Lectures, Quizzes, Various Hands-On Demos & Exercises"

Course Description:

Course Structure:

• Lectures: Theoretical foundations and conceptual explanations to kickstart your AI learning journey.
• Demos: Live, hands-on demonstrations to bring concepts to life and foster practical understanding.
• Quizzes: Interactive quizzes to assess your learning and reinforce knowledge retention.
• Assignments: Real-world tasks to apply what you've learned and solidify your skills.

Course Contents:

1. Introduction to AI Ecosystem
2. Getting Started with Artificial Intelligence (AI)
3. AI Evolution, Business Benefits, Real World Use Cases
4. Amazon Rekognition Service Hands-On Demo for Label Detection, Facial Analysis and Capstone Project
5. Understanding Machine Learning (ML) and Real World Use Cases
6. Data Preprocessing Techniques, Model Evaluation and Validation
7. Amazon Forecast Service Hands-On Demo for Time Series Forecasting
8. Getting Started with Deep Learning (DL) and Artificial Neural Networks (ANN)
9. Amazon Comprehend Service Hands-On Demo for Sentiment Analysis
10. Getting started with GenAI
11. Core GenAI Algorithms and Workflow
12. GenAI Application Fields, Future Trends and ToolSet
13. Amazon Bedrock Service Hands-On Demo for Text Generation, Image Generation and Chatbot
14. Understanding Prompt Engineering
15. Prompt Engineering using ChatGPT
16. Potential Risks of AI
17. AI Ethical Considerations
18. Best Practices of AI
19. End to End Capstone Project for AI Ecosystem

Course Benefits:

• Hands-On Learning: Engage in live demonstrations and practical exercises to learn by doing.
• Local Environment Setup: Guided instructions to create your own environment for all exercises.
• Real-World Application: Apply AI concepts through AWS services to understand their practical implications.
• Comprehensive Capstone Project: Gain hands-on experience with a comprehensive project in Generative AI.
• Innovative Insights: Explore the future of AI, including generative models and prompt engineering with ChatGPT.

Join us on this journey to unlock the potential of AI and shape your future as an AI professional! 🌟