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Product Management: Free Guide to Kickstart your Journey I come across so many definitions of Product Management ranging from complex ideas to oversimplifications, that for me as a beginner, it was very difficult to understand the true essence and the big picture behind this unique profession. The simplest understanding that... Read more!

Classification Evaluation Metrics I trained a model and got 99% accuracy on training! Whoopie! That is the general reaction of mostly all beginners when they come across training neural networks, and simple classification tasks. However, from a standard or industrial point of view, getting a high training accuracy is not... Read more!

Object Oriented Programming using Python Classes and Objects Let us start with a simple idea. Close your eyes. Imagine something! If you can identify what you imagined clearly then it is an object otherwise it is a class! Let us say that we imagined a picture of the phone. Now... Read more!

Mathematics for Machine Learning Data Science is unimaginable without the essence of mathematics and with the onset of a high number of pre-built libraries, there is a huge misconception among the beginner or aspiring data scientists regarding the need of mathematics in the field of data science. Without a basic... Read more!