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Problem Statement: - A Pharmaceutical drug manufacturing company is studying on a new medicine to treat Heart diseases, it has gathered data from its secondary

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Problem Statement: - A Pharmaceutical drug manufacturing company is studying on a new medicine to treat Heart diseases, it has gathered data from its secondary sources, and it would like you to provide high level analytical insights on the data, its aim is to segregate patients depending on their age group and other factors as given in the data, perform PCA and Clustering Machine learning Algorithm on the dataset given, and check if the clusters formed before and after PCA are same and provide a brief report on your model. You can also explore more on ways to improve your model. Note: - This is just a snap shot of the data, the datasets can be downloaded from Aispry LMS in the Hands on Material section. age cp trestops chol 63 145 233 37 130 250 41 130 204 56 120 236 57 120 354 140 192 140 294 120 263 172 199 150 168 140 239 130 275 130 266 110 211 NONONOONNOD- NONNASOO $885889826 6193189 150 283 120 219 120 340 150 226 150 247 140 239 135 234 130 233 140 226 61 150 243

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