- Introduction
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Introduction to artificial intelligence
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What is it all about?
- You, me, and AI
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What does AI mean, and how is it used today?
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Maps
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Recommendations for movies and music
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Face recognition
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Chatbots
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Chess
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Other areas of usage
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Definition
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Concepts
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Summary
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Excercise
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Check your knowledge
- Machine learning
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What is machine learning?
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Training the algorithm
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Tic-tac-toe
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Classifying images
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What is it?
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Classification and regression
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Reflection
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What is unsupervised learning?
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Classify images
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Categorization of books on a bookshelf
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Clinical diagnoses
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Clustering and associations
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Solution
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What is reinforcement learning?
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Grouping images
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Self-driven cars
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A Visual Introduction to Machine Learning
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Exercise
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Check your knowledge
- Deep learning
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Deep learning
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A learning process
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Training models
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Amount and quality
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Excercise
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Check your knowledge
- Challenges
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Data protection and vast data amounts
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Data quality - garbage in produces garbage out
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Lack of transparency – a black box?
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Autonomy – who is responsible for the consequences?
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What is contextualization?
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Check your knowledge
- Learn more
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Elements of AI training course
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Elements of AI - open course
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Feedback
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End of course
Artificial Intelligence
Learn about the basic meaning, potential and challenges in the development of artificial intelligence.
Welcome to the course on artificial intelligence
Artificial intelligence (AI) ranks amongst the best-known "new" technologies. However, it seems there is a wide gap between the futuristic dystopia portrayed in movies and how this technology is applied in real life. AI offers numerous opportunities for individuals, businesses, and the public sector, and the resource investments in exploring this technology are currently booming. This course is an introduction to the real meaning of artificial intelligence. You will learn concepts such as machine learning and deep learning and be introduced to the potential and challenges in the developments within AI.
We will cover
- introduction to artificial intelligence
- introduction to machine and deep learning
- challenges connected to AI
Who should take this course?
This course was created for anybody interested to learn more about the basic concepts of artificial intelligence.
This course is independent, but also part of the learning path Introduction to enabling technologies. We recommend that you take all 5 courses from the Introduction to enabling technologies series and take the final test to receive a certificate of completion.
Instructor
This course was developed by Cognite Academy and Digital Norway. Instructors from Cognite Academy are available to assist with all queries.
Estimated duration
30 min
Knowledge prerequisites
None
Technical prerequisites
None