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Introduction to Artificial Intelligence (AI)
  • Level Foundation
  • المدة 9 ساعات hours
  • الطبع بواسطة IBM
  • Offered by

عن

In this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks. You will be exposed to various issues and concerns surrounding AI such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini project. This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.

الوحدات

Welcome

    • 1 Videos
    • 1 Readings
    • 1 Plugin
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1 Videos

  • Course Introduction

1 Readings

  • Course Overview

Introduction to AI

    • 5 Videos
    • 1 Plugin
    • 1 Assignment
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1 Assignment

  • Practice Quiz: Introduction to AI

5 Videos

  • Introducing AI
  • Artificial Intelligence vs. Augmented Intelligence
  • Introducing Generative AI and Its Use Cases
  • The Evolution of AI: Traditional AI vs. Generative AI
  • Artificial Intelligence - Are We There Yet?

Impact and Applications of AI

    • 6 Videos
    • 1 Discussion
    • 1 ExternalTool
    • 1 Plugin
    • 1 Assignment
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1 Assignment

  • Practice Quiz: Impact and Applications of AI

1 External Tool

  • Lab: AI Assistant-User Conversations

1 Discussions

  • (Optional) AI for Real-World Problems

6 Videos

  • AI in Daily Life
  • AI Chatbots and Smart Assistants
  • What is a Chatbot?
  • Applications of AI in Different Industries
  • Generative AI Tools and Applications
  • Ten Everyday AI and Machine Learning Use Cases

Module 1 - Module Summary and Graded Quiz

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Graded Quiz: Introduction and Applications of AI

1 Readings

  • Module Summary

Fundamental Concepts of AI

    • 10 Videos
    • 1 Plugin
    • 1 Assignment
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1 Assignment

  • Practice Quiz: Fundamental Concepts of AI

10 Videos

  • Cognitive Computing
  • Terminologies and Related Concepts of AI
  • Machine Learning
  • Machine Learning: Techniques and Training
  • Deep Learning
  • Neural Networks
  • Machine Learning vs Deep Learning
  • Generative AI Models
  • Large Language Models
  • Machine Learning vs. Deep Learning vs. Foundation Models

Domains of AI

    • 4 Videos
    • 1 Discussion
    • 1 Assignment
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1 Assignment

  • Practice Quiz: Domains of AI

1 Discussions

  • (Optional) The Future of AI-Driven Autonomous Systems

4 Videos

  • Natural Language Processing, Speech, and Computer Vision
  • What Is NLP (Natural Language Processing)?
  • Self Driving Cars
  • AI and Cloud Computing, Edge Computing, and IoT

Module 2 - Summary and Graded Quiz

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Graded Quiz: AI Concepts, Terminology, and Application Domains

1 Readings

  • Module Summary

AI Domains for Industries

    • 3 Videos
    • 1 Assignment
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1 Assignment

  • AI Domains for Industries

3 Videos

  • AI Agents
  • What are AI Agents?
  • Robotics and Automation

AI for Businesses

    • 6 Videos
    • 3 Plugin
    • 1 Assignment
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1 Assignment

  • Practice Quiz: AI for Businesses

6 Videos

  • Transforming Businesses Through AI
  • The Rise of Generative AI for Business
  • Become a Value Creator with Generative AI
  • What is Retrieval-Augmented Generation (RAG)?
  • Adopting AI in Your Business
  • Frameworks for AI Adoption

AI for Your Work and Career

    • 3 Videos
    • 1 Discussion
    • 1 ExternalTool
    • 1 Assignment
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1 Assignment

  • Practice Quiz: AI for Your Work and Career

1 External Tool

  • Lab: Using Generative AI for Your Work

1 Discussions

  • (Optional) Supply and Demand for Generative AI-Literate Employees

3 Videos

  • Transforming Your Work Through AI Tools
  • Career Opportunities with AI
  • Humans vs. AI: Who should make the decision?

Module 3 - Summary and Graded Quiz

    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Graded Quiz: Business and Career Transformation Through AI

1 Readings

  • Module Summary

AI Concerns and Ethical Considerations

    • 6 Videos
    • 1 Readings
    • 1 Plugin
    • 1 Assignment
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1 Assignment

  • Practice Quiz: AI Concerns and Ethical Considerations

6 Videos

  • Ethical Considerations and Responsible Use of AI
  • Considerations Around Generative AI
  • Why Large Language Models Hallucinate
  • Perspective of Key Players Around AI Ethics
  • The Importance of AI Governance
  • How to Implement AI Ethics

1 Readings

  • Lesson Summary

Final Project

    • 1 ExternalTool
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1 External Tool

  • Final Project: Transforming Organizational Functions with Generative AI

Graded Assignment and Wrap-Up

    • 1 Videos
    • 2 Readings
    • 1 Plugin
    • 1 Assignment
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1 Assignment

  • Course Graded Quiz: Introduction to Artificial Intelligence (AI)

1 Videos

  • Course Wrap-Up

2 Readings

  • Congratulations and Next Steps
  • Thanks from the Course Team

Auto Summary

Embark on your journey into the world of Artificial Intelligence (AI) with this comprehensive course designed to provide a strong foundation in AI concepts and applications. Perfect for professionals, enthusiasts, and students, this course delves into the core principles of AI, including deep learning, machine learning, and neural networks, with a special focus on generative AI models like large language models (LLMs). You'll explore the vast applications of AI across various domains such as natural language processing (NLP), computer vision, and robotics, understanding how these technologies drive innovation and real-world use cases. The course also highlights AI's transformative impact on businesses and the potential career opportunities it offers. In addition to theoretical knowledge, the course features hands-on labs and a project, enabling you to apply what you've learned to practical scenarios. Expert practitioners will share insights into AI capabilities, applications, and ethical considerations, ensuring a well-rounded learning experience. With a total duration of 540 minutes, this foundational course is offered by Coursera and is available through Starter and Professional subscription options. Whether you're looking to kickstart a career in AI or enhance your current skill set, this course provides the essential knowledge and practical experience to help you succeed in the fast-evolving field of AI.

Rav Ahuja
Instructor

Rav Ahuja