Artificial Intelligence: Basic AI Theory

Artificial Intelligence    |    Intermediate
  • 14 videos | 1h 4m 2s
  • Includes Assessment
  • Earns a Badge
Rating 4.3 of 543 users Rating 4.3 of 543 users (543)
Artificial intelligence (AI) is transforming the way businesses and governments are developing and using information. This course offers an overview of AI, its history, and its use in real-world situations; prior knowledge of machine learning, neural network, and probabilistic approaches is recommended. There are multiple definitions of AI, but the most common view is that it is software which enables a machine to think and act like a human, and to think and act rationally. Because AI differs from plain programing, the programming language used will depend on the application. In this series of videos, you will be introduced to multiple tools and techniques used in AI development. Also discussed are important issues in its application, such as the ethics and reliability of its use. You will set up a programing environment for developing AI applications and learn the best approaches to developing AI, as well as common mistakes. Gain the ability to communicate the value AI can bring to businesses today, along with multiple areas where AI is already being used.

WHAT YOU WILL LEARN

  • Course overview
    What is artificial intelligence?
    Types of intelligent systems
    History of ai
    Recent breakthroughs in ai
    Importance of data in ai development
    Popular environments for ai development
  • Big data as a catalyst for ai development
    Ethical use of big data
    Reliability of intelligent systems
    Importance of testing ai
    What can go wrong with ai?
    Efficient use of ai
    Course summary

IN THIS COURSE

  • 2m 13s
  • 3m 30s
    In this video, learn what artificial intelligence is. FREE ACCESS
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    3.  Types of Intelligent Systems
    3m 5s
    In this video, find out how to use Types of Intelligent Systems. FREE ACCESS
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    4.  History of AI
    4m 2s
    In this video, learn about the history of AI. FREE ACCESS
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    5.  Recent Breakthroughs in AI
    5m 35s
    During this video, you will learn about recent breakthroughs in AI. FREE ACCESS
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    6.  Importance of Data in AI Development
    8m 3s
    In this video, you will learn the importance of data in AI development. FREE ACCESS
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    7.  Popular Environments for AI Development
    7m 55s
    Learn how to develop in popular AI environments. FREE ACCESS
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    8.  Big Data as a Catalyst for AI Development
    4m 40s
    In this video, find out how to use Big Data as a Catalyst for AI Development. FREE ACCESS
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    9.  Ethical Use of Big Data
    4m 36s
    In this video, find out how to use big data ethically. FREE ACCESS
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    10.  Reliability of Intelligent Systems
    4m 22s
    In this video, you will learn about the reliability of intelligent systems. FREE ACCESS
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    11.  Importance of Testing AI
    6m 30s
    In this video, you will learn the importance of testing AI. FREE ACCESS
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    12.  What Can Go Wrong with AI?
    5m 5s
    In this video, you will learn about the potential risks and dangers associated with artificial intelligence. FREE ACCESS
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    13.  Efficient Use of AI
    3m 19s
    During this video, you will learn how to use AI efficiently. FREE ACCESS
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    14.  Course Summary
    1m 9s
    Course Summary. Discover how to. FREE ACCESS

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