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Labelled Data            ML Model             Predictions


                                                                                                        Triangle
                         Rectangle   Circle

                                                                                                        Circle
                          Triangle  Hexagon
                                Input                  Test New Input                                  Output


                 Real-world Examples of Machine Learning


                 Let us learn about some real-world examples of ML:
                    • Recommendation Systems: These are a classic example of Machine Learning in real world. These systems
                   analyse user's data, such as preferences, behaviour, or past interactions, to suggest personalised options. The
                   platforms, like Netflix, Flipkart, Spotify, etc. use such kind of recommendation systems to help their customers
                   to find the related products.


























                    • Spam Email Filtering: Machine learning algorithms learn to identify and filter out spam emails by analysing the
                   patterns in sender's email address and content.




























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