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8.   A worldwide survey was conducted by Eminent Survey’s Pvt Ltd to compare petrol prices in the various countries
                   to their per capita income. The survey was conducted to compare the amount being charged to the citizens for
                   petrol with respect to the per capita income of its citizens. The petrol prices are given in US dollars and the per
                   capita income is depicted in Lacs in US dollars. The survey data collected is as below:

                        Country              Petrol Prices ($)         Per Capita Income in Lacs ($)
                    Kuwait                        0.35                            0.25
                    Malaysia                      0.49                            0.12
                    Russia                        0.68                            0.12
                    USA                           0.9                             0.68
                    Australia                     1.05                            0.63
                    Canada                        1.23                            0.49
                    India                         1.34                            0.02

                    The data is represented in a scatter graph for the ease of understanding of the 2 datasets in comparison.


                           1.6
                           1.4                                                  India
                           1.2                                           Canada
                            1                                     Australia
                                                           USA
                           0.8                                                            Petrol Prices ($)
                                                  1.6 Russia      Australia
                           0.6                             USA                            Per Capita Income
                                   Kuwait    Malaysia                    Canada           in Lacs ($)
                           0.4
                           0.2    Kuwait            Russia
                            0              Malaysia                             India
                              0     1      2      3      4      5      6      7      8



                 9.  Visualizing High-Dimensional Space
                      This Google experiment is based on Machine Learning. It shows how machine learning works. It is open-sourced
                    as a part of TensorFlow, so that anyone can use these visualization techniques to explore their own data.
                    To play the experiment, visit the following link:
                    https://experiments.withgoogle.com/visualizing-high-dimensional-space
                    Click on the Launch Experiment button.

























                                                                                      AI Project Cycle  243
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