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Generative AI: Fundamentals, Applications, and Challenges
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Generative AI: Fundamentals, Applications, and Challenges

This course is part of Responsible Generative AI.

Course Cost

Free course

Beginner

Skill Level

3 Hours

Self-paced Video lessons

This introductory course provides a solid foundation in generative artificial intelligence (AI), covering fundamental concepts, practical applications, and ethical challenges. You'll explore the differences between predictive and generative AI, understand the AI lifecycle, and learn about data training and fine-tuning processes. The course examines various use cases across business, operations, and society, while also addressing critical concerns like inaccuracies, bias, copyright infringement, and data protection. Designed for beginners, this course equips you with essential knowledge to navigate the rapidly evolving landscape of generative AI responsibly.

4.7

2,527 Enrolled

English

4.7

2,527 Enrolled

English

What you'll learn

  • Understand the fundamental concepts and principles of generative AI

  • Differentiate between predictive and generative AI systems

  • Explore the complete lifecycle of generative AI development and deployment

  • Analyze various applications and use cases across different industries

  • Identify potential risks including inaccuracies, bias, and copyright issues

  • Evaluate data protection considerations and security vulnerabilities

  • Recognize the impact of outdated training data on AI system performance

  • Apply responsible practices when implementing generative AI solutions

Skills you'll gain

Generative AI
Machine Learning
Data Science
AI Ethics
Responsible AI
Prompt Engineering
AI Applications
Technology Ethics
Data Protection
AI Lifecycle

This course includes:

1.1 Hours PreRecorded video

4 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 3 modules in this course

This comprehensive course introduces students to the fundamentals of generative artificial intelligence, providing a balanced perspective on both its powerful applications and inherent challenges. The curriculum begins with core concepts, distinguishing between predictive and generative AI while exploring the complete AI lifecycle from data training to deployment. Students learn about various implementation approaches including system and user prompts, and examine real-world applications across industries. The course emphasizes responsible AI practices, covering critical issues such as output inaccuracies, data protection, bias, copyright concerns, security vulnerabilities, and the limitations of outdated training data. Through practical exercises and discussions, students develop the knowledge needed to evaluate generative AI systems critically and implement them ethically.

Introduction to the Course

Module 1 · 58 Minutes to complete

Use Cases of Generative AI

Module 2 · 21 Minutes to complete

Responsible Generative AI Concepts

Module 3 · 1 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Responsible Generative AI

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Generative AI: Fundamentals, Applications, and Challenges

Beginner

Skill Level

3 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.