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Page 24 - Ai Robogenius
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    Make bar graphs to compare one pair of information below (you can pick one):
                                        Age and Favourite Hobby

                                        Place they live and BMI group

                                        Height and Weight

                                     This activity will help you practice how to collect correct data, organise it, find
                                     important information and show it in pictures that everyone can understand easily.
                                     It will also show you how data can help answer questions and make decisions in
                                     everyday life.

                      Types of AI Techniques

                      Various types of AI techniques can be chosen according to project requirements. The significant
                      techniques are:

                      Supervised Learning: In this technique, the data sets are labelled. For example, to determine
                      whether an email is spam, a model is trained on a dataset of labelled emails (both spam and
                      non-spam) to learn how to classify new and unseen emails.

                      Unsupervised Learning: Unsupervised learning occurs when a computer identifies patterns in
                      data independently to discover hidden relationships. For example, we provide computer images
                      of cats and dogs without labelling them and the computer identifies them by recognising features

                      such as their ears, fur, etc.
                      Reinforcement Learning: In this technique, the model learns from feedback provided in the form

                      of rewards or penalties. For example, consider a game where a child needs to throw a ball into a
                      basket. In this scenario, the child acts as the agent and learns that when the ball successfully goes
                      into the basket, they earn a point. Conversely, a negative score is recorded if the ball misses the

                      basket. Through this process, the child improves their performance and learns to earn points by
                      successfully putting the ball in the basket.

                                     AI RoboGenius - VIII
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