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Foundation of AI GenAI and Prompt Engineering
Rating: 4.9 out of 5(18 ratings)
37 students

Foundation of AI GenAI and Prompt Engineering

Master the fundamentals of AI, Machine Learning, Neural Networks & Generative AI with hands-on LLMs.
Created bySandeep Soni
Last updated 4/2025
English

What you'll learn

  • Understand core concepts of Artificial Intelligence and Machine Learning, and differentiate between supervised, unsupervised, and reinforcement learning models.
  • Understand the architecture and functioning of Artificial Neural Networks and their role in AI development.
  • Describe the principles and applications of Generative AI and identify the strengths of popular LLMs such as GPT, Claude, and Gemini.
  • Implement prompt engineering techniques and function calling with OpenAI to build real-world AI-driven solutions.

Course content

6 sections • 24 lectures • 6h 4m total length

  • What is Inelligence vs What is Artificial Intelligence10:04

    Explore how intelligence enables acquiring, learning, understanding, and applying knowledge to solve problems and adapt to new situations. See how artificial intelligence trains machines from data to learn and reason.

  • AI Systems vs Non-AI Systems11:21
  • Types of Artificial Intelligence6:03
  • Common AI workloads and Use cases17:52

    Discover common ai workloads—machine learning, computer vision, natural language processing, and generative ai—and explore real-world use cases from chatbots to code generation.

Requirements

  • No prior experience in AI or Machine Learning is required.
  • A basic understanding of computer and internet usage is helpful.
  • Curiosity and willingness to learn new technology concepts.

Description

Unlock the world of Artificial Intelligence with this beginner-friendly course that lays the foundation for AI, Machine Learning, and Prompt Engineering. Whether you're a student, a professional, or simply curious about the AI revolution, this course will equip you with essential knowledge and practical skills to thrive in the AI landscape.


The "Foundation of AI, Generative AI & Prompt Engineering" course is designed for beginners and AI enthusiasts who want to build a strong understanding of Artificial Intelligence (AI), Machine Learning (ML), and Generative AI without requiring any prior coding or AI/ML knowledge. This course covers the fundamentals of AI, different types of Machine Learning (ML), Neural Networks, and the latest advancements in Generative AI, including Transformers and Large Language Models (LLMs). Participants will also learn about popular AI models from OpenAI, Microsoft, Google, and Meta. A key focus of the course is Prompt Engineering, equipping learners with techniques to interact effectively with AI models. By the end of the course, participants will gain practical insights and hands-on skills to leverage AI-powered tools and models in real-world applications.


What you’ll learn:

  • Introduction to the core concepts of AI & ML

  • Understand the algorithms behind Machine Learning models

  • Explore how Artificial Neural Networks mimic human thinking

  • Get a solid overview of Generative AI and its real-world impact

  • Discover popular LLMs like OpenAI GPT, Google Gemini, and more

  • Learn how to perform Function Calling using OpenAI APIs

By the end of the course, you’ll have a strong grasp of foundational AI concepts and hands-on experience with the tools that power modern AI applications.

Who this course is for:

  • Absolute beginners who want to start their journey in Artificial Intelligence and Machine Learning
  • Students from non-technical backgrounds curious about AI/ML concepts
  • Working professionals looking to upskill in trending technologies
  • Anyone interested in understanding how machines learn from data

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