Build and deploy machine learning and deep learning models in production with end-to-end examples.
This book begins with a focus on the machine learning model deployment process and its related challenges. Next, it covers the process of building and deploying machine learning models using different web frameworks such as Flask and Streamlit. A chapter on Docker follows and covers how to package and containerize machine learning models. The book also illustrates how to buil...
Mục lục
Chapter 1: Introduction to Machine Learning.- Chapter 2: Model Deployment and Challenges.- Chapter 3: Machine Learning Deployment as a Web Service.- Chapter 4: Machine Learn...
Giới thiệu về tác giả
Pramod Singh is Manager of Data Science at Bain & Company. Previously, he worked as Sr. Machine Learning Engineer at Walmart Labs and Data Science Mana...