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and today I will be talking about features extraction but before going into details of features extraction letamp;#39;s discuss about the features Letamp;#39;s uh letamp;#39;s say that you are walking in a street and two animals are walking towards you now in the back end your mind or your brain will start some processing your brain will try to recognize those animals based on some features now those features can be the may be the size of the animals or the shape of the ears or the shape of the eyes or there can be uh single features or a combination of features using which your brain will be able to recognize the animals now different data types can have different features so if you talk about the images images can have features of a color texture size shape orientation edges or there can be so many other features that are related to our two images or images data so this is the whole process if you talk about the machine learning process so we get raw data or raw data set and then