A binary classification problem is one where the goal is to predict the value of a variable where there are exactly two discrete possibilities. For example, you might want to predict the sex of a ...

A regression problem is one where the goal is to predict a single numeric value. For example, you might want to predict the annual income of a person based on their sex, age, state where they live and ...

In this book Dr. Joachim Steinwendner and Dr. Roland Schwaiger show how to program a neural network, from implementing the scikit-learn library to using the perceptron learning algorithm. The book ...

Introduction A few years ago, I was solely responsible for an in-house demand forecasting model. The scores on the validation ...

Learning AI as a technical discipline usually involves more than understanding how a model works. A useful skill set now ...

Introduction A few years ago, I was tasked with creating a demand forecasting prototype on the side of my regular work. I ...

SciKit-Learn is a powerful and versatile machine learning library in Python. It is designed to interoperate seamlessly with other Python libraries and provides a robust set of tools for data analysis ...

IIT Kanpur has opened registrations for a four-week online certification programme on Python for AI, ML and deep learning. The course brings students, scholars, faculty and professionals practical ...