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Artificial Intelligence Fundamentals
Course
Artificial Intelligence Fundamentals
Master AI fundamentals, from machine learning and neural networks to generative AI and LLMs. Explore real-world applications in NLP, computer vision, and robotics, and gain hands-on skills for a career in AI.
Flexible Schedule
Beginner Level
Mentor Support
Estimated Time
13 hours
Course Outline
Video: Course Introduction
Reading: General Information
Reading: Learning Objectives and Syllabus
Helpful Tips for Course Completion
Grading Scheme
Reading: Module Introduction and Learning Objectives
Video: Introducing AI
Video: Artificial Intelligence vs. Augmented Intelligence
Video: Introducing Generative AI and Its Use Cases
Reading: Different types of AI
Video: The Evolution of AI: Traditional AI vs. Generative AI
Video: Artificial Intelligence - Are We There Yet?
Video: AI in Daily Life
Video: AI Chatbots and Smart Assistants
Video: What Is a Chatbot?
Lab: AI Assistant-User Conversations
Video: Applications of AI in Different Industries
Video: Generative AI Tools and Applications
Video: Ten Everyday AI and Machine Learning Use Cases
Lab: Generative AI Tools in Action
Practice Quiz: Module 1: Introduction and Applications of AI
Module Summary
Graded Quiz: Introduction and Applications of AI
Reading: Module Introduction and Learning Objectives
Video: Cognitive Computing
Video: Terminologies and Related Concepts of AI
Video: Machine Learning
Video: Machine Learning: Techniques and Training
Video: Deep Learning
Video: Neural Networks
Video: Machine Learning vs. Deep Learning
Video: Generative AI Models
Video: Large Language Models
Activity: AI Integration in Everyday Life
Video: Machine Learning vs. Deep Learning vs. Foundation Models
Video: Natural Language Processing, Speech, and Computer Vision
Video: What Is NLP (Natural Language Processing)?
Video: Self-Driving Cars
Video: AI and Cloud Computing, Edge Computing, and IoT
Practice Quiz: Module 2: AI Concepts, Terminology, and Application Domains
Module Summary
Graded Quiz: AI Concepts, Terminology, and Application Domains
Reading: Module Introduction and Learning Objectives
Video: AI Agents
Video: What Are AI Agents?
Video: Robotics and Automation
Video: Transforming Businesses Through AI
Video: The Rise of Generative AI for Business
Lab: Generative AI for Business Transformation
Video: Become a Value Creator with Generative AI
Reading: Introduction to RAG
Video: What Is Retrieval-Augmented Generation (RAG)?
Video: Adopting AI in Your Business
Video: Frameworks for AI Adoption
Reading: AI Adoption Frameworks: Amazon, OpenAI, and Facebook
Video: Transforming Your Work Through AI Tools
Video: Career Opportunities with AI
Lab: Using Generative AI for Your Work
Video: Humans vs. AI: Who Should Make the Decision?
Practice Quiz: Module 3: Business and Career Transformation Through AI
Module Summary
Graded Quiz: Business and Career Transformation Through AI
Reading: Module Introduction and Learning Objectives
Video: Ethical Considerations and Responsible Use of AI
Video: Considerations Around Generative AI
Video: Why Large Language Models Hallucinate
Video: Perspective of Key Players Around AI Ethics
Video: The Importance of AI Governance
Activity: Responsible Use of AI at Work
Video: How to implement AI Ethics
Practice Quiz: Module 4: Issues, Concerns, and Ethical Considerations
Reading: Lesson Summary
Final Project: Transforming Organizational Functions with Generative AI
Course Graded Quiz: Introduction to Artificial Intelligence (AI)
Video: Course Wrap-Up
Reading: Congratulations and Next Steps
Reading: Glossary: Introduction to Artificial Intelligence (AI)
Thanks from the Course Team
Copyrights and Trademarks
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Personalized Mentoring & Support
1-on-1 mentoring, live classes, webinars, weekly feedback, peer discussion, and much more.
Practical Experience
Hands-on labs and projects tackling real-world challenges. Great for your resumé and LinkedIn profile.
Best-in-Class Course Content
Designed by the industry for the industry so you can build job-ready skills.
Job-Ready Skills Focus
Competency building and global certifications employers are actively looking for.
Type of certificate
IBM Certificate
About this course
04 Modules
05 Skills
Includes
Discussion Space
04 Hands-on labs
04 Practice quizzes
04 Graded quizzes
01 Final project
Create
Using Generative AI for Your Work
Exercises to explore
AI Assistant-User Conversations
Generative AI Tools in Action
Generative AI for Business Transformation
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