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Machine Learning

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Updated 4 months ago

1. Word cloud
120 seconds
In a few words, what is artificial intelligence?
2. Slide
60 seconds
Machine learning is a branch of AI that uses algorithms to learn from data & improve over time. It can be used for tasks such as recognizing images, understanding language, & predicting outcomes. ML is used in many practical applications, from facial recognition to self-driving cars.
Introducing Machine Learning in AI
3. Slide
60 seconds
Machine Learning is a branch of Artificial Intelligence that uses algorithms to analyze data, identify patterns, and make predictions. It enables computers to learn automatically and improve their performance without explicitly programming them. Supervised Learning is a type of Machine Learning in which data is labeled and the computer is trained to recognize patterns in the data. This allows the computer to generalize the data and provide accurate predictions on new, unseen data. Unsupervised Learning is a type of Machine Learning in which data is not labeled and the computer is not given any prior knowledge. Instead, the computer is expected to find the hidden patterns in the data and make meaningful predictions on its own.
4. Slide
60 seconds
Machine learning algorithms can be used to diagnose medical conditions better than some doctors. Machine learning is being used to improve the accuracy of facial recognition technology. Machine learning algorithms can be used to predict the stock market with some accuracy.
Did you know?
5. Open question
300 seconds
What is machine learning and why is it important?
6. Open question
300 seconds
What types of fun things can you do with machine learning?
7. Open question
300 seconds
How can machine learning be used to solve problems?
8. Open question
300 seconds
How accurate is machine learning and what factors affect its accuracy?
9. Drawings
450 seconds
Brain break: Draw a pig dressed as a superhero flying through the sky and shooting bacon lasers from its snout
10. Drawings
1260 seconds
Question: How can we use machine learning in artificial intelligence to solve a problem? Clues: • Understand what machine learning is and how it can be used. • Identify a problem that can be solved using machine learning. • Explore different machine learning algorithms and techniques. In pairs: Select and solve one of the tasks: A. Work in pairs and explain how machine learning can be used to solve a problem through a drawing. B. Explore online resources to find out more about machine learning.
11. Poll
60 seconds
What is machine learning?
  • A type of computer hardware
  • A programming language
  • A branch of artificial intelligence
12. Poll
60 seconds
What is the purpose of training data in machine learning?
  • To confuse the model and prevent overfitting
  • To test the accuracy of the model
  • To teach the model how to make predictions or decisions
13. Poll
60 seconds
What is an important step after training a machine learning model?
  • Deleting all training data
  • Increasing its complexity
  • Evaluating its performance using test data
14. Open question
180 seconds
Work together in pairs: What is one example of a machine learning algorithm and how is it used in AI?

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