Deep Learning By Example

Data Science - A Birds' Eye View

Data science or machine learning is the process of giving the machines the ability to learn from a dataset without being told or programmed. For instance, it is extremely hard to write a program that can take a hand-written digit as an input image and outputs a value from 0-9 according to the image that's written. The same applies to the task of classifying incoming emails as spam or non-spam. For solving such tasks, data scientists use learning methods and tools from the field of data science or machine learning to teach the computer how to automatically recognize digits, by giving it some explanatory features that can distinguish one digit from another. The same for the spam/non-spam problem, instead of ...