Machine Learning. Portfolio of Real Projects

Explore key concepts of machine learning while working on real projects! Machine learning is what will help you analyze customer behavior, forecast price trends, assess risks, and much more. To master machine learning, you need excellent examples, clear explanations, and... a lot of practice. This book has all of that! The author describes realistic, practical scenarios of machine learning, as well as clearly explaining key concepts. You will tackle interesting projects such as a price prediction service for cars using linear regression and a customer churn prediction service. You will go beyond algorithms and study important techniques, such as deploying applications in serverless systems and running models using Kubernetes and Kubeflow. It's time to roll up your sleeves and enhance your skills in machine learning!