Fundamentals of AI & ML: Introduction to Artificial Intelligence

Artificial Intelligence 2022    |    Intermediate
  • 11 Videos | 41m 31s
  • Includes Assessment
  • Earns a Badge
Artificial intelligence (AI) provides cutting-edge tools to help organizations predict behaviors, identify key patterns, and drive decision-making in a world that is increasingly made up of data. In this course, you will explore the full definition of AI, how it works, and when it can be used. You will identify the types of data tools and technologies AI uses to operate. Next, you will discover a framework for using the AI life cycle and data science process. Finally, you'll consider what you need to keep in mind as you implement AI techniques in your organization. Upon completion of this course, you'll be familiar with common concepts and use cases of artificial intelligence (AI) and be able to outline strategies for each part of the AI life cycle.

WHAT YOU WILL LEARN

  • discover the key concepts covered in this course
    identify concepts and use cases for artificial intelligence (AI)
    identify use cases for AI and how AI can be used in your industry
    identify the types of data that are used with AI
    identify AI tools and technologies
    outline the AI life cycle and its elements
  • outline how to develop specific, measurable, and objective questions for your organization
    recognize how to get the right data for your AI project
    identify which methods to use and what questions to ask during the model, validate, and test stages
    outline strategies for interpreting the results of an AI project using visualizations and domain knowledge
    summarize the key concepts covered in this course

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    1m
    UP NEXT
  • Playable
    2. 
    What is Artificial Intelligence (AI)?
    4m 53s
  • Locked
    3. 
    What Can AI Do?
    5m 58s
  • Locked
    4. 
    How AI Works: Data
    3m 29s
  • Locked
    5. 
    How AI Works: Tools and Technologies
    4m 37s
  • Locked
    6. 
    Artificial Intelligence Life Cycle
    3m 6s
  • Locked
    7. 
    Data Science Process: Ask
    2m 15s
  • Locked
    8. 
    Data Science Process: Research
    5m 40s
  • Locked
    9. 
    Data Science Process: Model, Validate, and Test
    4m 52s
  • Locked
    10. 
    Data Science Process: Interpret
    4m 46s
  • Locked
    11. 
    Course Summary
    55s

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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