Certification: Applied Machine Learning & Generative AI Foundations

Upgrade your CV with proven skills in applied machine learning and generative AI. This certification demonstrates your ability to solve real-world problems using cutting-edge AI tools, setting you apart in today’s evolving tech landscape.

Difficulty Level: Beginner
Certification
Certification: Applied Machine Learning & Generative AI Foundations

About this certification

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

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