The Certification: Applied Machine Learning & Generative AI Foundations provides a comprehensive understanding of the core principles and applications of machine learning and generative AI. Gain valuable skills such as improved decision-making, increased productivity, and adaptability for future growth in technology-driven roles. Enroll today to unlock new opportunities and strengthen your competitive advantage in the evolving field of artificial intelligence.
This certification covers the following topics:
- Demystifying Machine Learning Fundamentals
- Exploring the Mechanics of Machine Learning
- Introducing Generative AI as a Distinct Field
- Architecting and Deploying AI Systems
- Key Stages in the Machine Learning Life Cycle
- Fundamental Differences Between Machine Learning and Traditional Software Development
- Relationship Between AI, Machine Learning, and Generative AI
- What is Generative AI and How It Differs from Predictive Machine Learning
- Large Language Models (LLMs) and Their Associated Challenges
- Retrieval Augmented Generation (RAG) in Generative AI Systems
- Tokenization in Large Language Models
- Practical Business Applications of Machine Learning
- Leveraging Generative AI in Business
- Ethical Considerations of Using Generative AI
- Evaluation Metrics for Machine Learning Models
- Evaluating the Quality of Generative AI Outputs
- Prompt Engineering and Its Importance for LLMs
- Continuous Learning in Machine Learning
