Course Content
Introduction to Artificial Intelligence
About this learning activity Less than a century old, artificial intelligence (AI) has already undergone three waves of transformative development. Today it gives humanity the most powerful tools for analyzing complex data, not only to find meaning but to learn without human intervention. In this course, you'll survey AI's history and explore ways that it can shed light on unstructured data. What you'll learn After completing this course, you should be able to: Define artificial intelligence Describe three levels of artificial intelligence Describe the history of AI from the past to the possible future Define and describe machine learning Differentiate between structured and unstructured data Describe how machine learning structures data Describe how machine learning structures unstructured data Describe how machine learning uses probabilistic calculation to solve problems Describe three methods by which machine learning analyzes data Describe an ideal relationship between humans and machine learning
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Introduction to Large language models
Welcome to Introduction to Large Language Models! In this module, you'll learn what large language models are, how they work, and some typical business applications. Estimated duration 30 minutes
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IBM – Getting Started with Artificial Intelligence

The second question includes irrelevant data and, to make things worse, includes both Fahrenheit and Celsius temperatures. This question illustrates why unstructured data is more difficult to analyze quickly.

 

Now, imagine a programmable computer trying to extract meaning from billions of data like this! What kind of program would someone write that could sort out every eventuality among the clutter? How would someone build a long enough list of keywords to find anything useful? Unstructured data hides answers to disease prevention, criminal activity, stock markets—almost every aspect of civilization today. Without those answers, people and organizations cannot make useful predictions or recommendations.

 

But AI can shed light on unstructured data! AI uses new kinds of computing—some modeled on the human brain—to rapidly give dark data structure, and from it, make new discoveries. AI can even learn things—by itself—from the data it manages and teach itself how to make better predictions over time. This is the Era of AI, and it changes everything!

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