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CATEGORY: AI

Essentials of Generative AI, Prompt Engineering & ChatGPT

Course Access: Lifetime
Course Overview

Course Description

This course thoroughly explores Generative AI models, specifically emphasizing ChatGPT, including:

  • Comprehensive overview, basics & power of generative AI, explainable AI, prompt engineering, & ChatGPT
  • Different types of AI models, applications, prominent Generative AI tools, ChatGPT
  • How to get started with & fine tune ChatGPT, & how to use ChatGPT for different tasks
  • Monitoring & debugging ChatGPT
  • Ethical, security and privacy considerations of using ChatGPT
  • Future of generative AI
     

Learning Outcomes

  • Acquire solid foundation in Generative AI models, encompassing core principles & various models.
  • Grasp concept of explainable AI, understand its importance, & distinguish between different approaches for achieving explainability in AI systems.
  • Utilize effective prompt engineering techniques to enhance performance & regulate behavior of Generative AI models.
  • Develop comprehensive understanding of ChatGPT, including operational mechanisms, notable features, & limitations.
  • Explore a range of applications & scenarios where ChatGPT can be effectively utilized.
  • Master fine-tuning techniques to personalize & optimize ChatGPT models.
  • Recognize ethical challenges of Generative AI models to ensure responsible data usage, mitigate bias, & prevent misuse.
  • Comprehend transformative potential of Generative AI across industries & explore prominent tools.
  • Gain insights into future of Generative AI, challenges, & necessary steps to unlock its full potential.

Topics Covered

  • Generative AI & Landscape
  • Explainable AI
  • Conversational AI
  • Prompt Engineering
  • Designing and Generating Effective Prompts
  • Large Language Models
  • ChatGPT and its Applications
  • Fine-tuning ChatGPT
  • Ethical Considerations in Generative AI Models
  • Responsible Data Usage and Privacy
  • Future of Generative AI
  • AI Technologies for Innovation