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Adaptive Machine Learning Algorithms with Python

Adaptive Machine Learning Algorithms with Python

by Chanchal Chatterjee

Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own use.Authors Chanchal Chatterjee and Vwani P. Roychowdhury begin by intr...

Price:  $26.59  |  Publisher:  Apress  |  Release:  2022

Automated Machine Learning on AWS

Automated Machine Learning on AWS

by Trenton Potgieter

AWS provides a wide range of solutions to help automate a machine learning workflow with just a few lines of code. With this practical book, you'll learn how to automate a machine learning pipeline using the various AWS services.Automated Machine Learning on AWS begins with a quick overview of what the machine learning pipeline/process looks like and highlights the typical challenges that you may face ...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

by Sebastian Raschka, Yuxi (Hayden) Liu, Vahid Mirjalili

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teac...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2022

Mastering Azure Machine Learning, 2nd Edition

Mastering Azure Machine Learning, 2nd Edition

by Christoph Korner, Marcel Alsdorf

Azure Machine Learning is a cloud service for accelerating and managing the machine learning (ML) project life cycle that ML professionals, data scientists, and engineers can use in their day-to-day workflows. This book covers the end-to-end ML process using Microsoft Azure Machine Learning, including data preparation, performing and logging ML training runs, designing training and deployment pipelines, and...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Machine Learning on Kubernetes

Machine Learning on Kubernetes

by Faisal Masood, Ross Brigoli

MLOps is an emerging field that aims to bring repeatability, automation, and standardization of the software engineering domain to data science and machine learning engineering. By implementing MLOps with Kubernetes, data scientists, IT professionals, and data engineers can collaborate and build machine learning solutions that deliver business value for their organization.You'll begin by understanding ...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Designing Machine Learning Systems

Designing Machine Learning Systems

by Chip Huyen

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments ...

Price:  $43.49  |  Publisher:  O'Reilly Media  |  Release:  2022

Data Science on the Google Cloud Platform, 2nd Edition

Data Science on the Google Cloud Platform, 2nd Edition

by Valliappa Lakshmanan

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP.Throughout this updated second edition, you'll work through a sample business decision by employing a variety ...

Price:  $53.26  |  Publisher:  O'Reilly Media  |  Release:  2022

Machine Learning with PySpark, 2nd Edition

Machine Learning with PySpark, 2nd Edition

by Pramod Singh

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable machine learning models, to natural language processing, to recommender systems.Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectr...

Price:  $49.05  |  Publisher:  Apress  |  Release:  2022

Practical AI for Healthcare Professionals

Practical AI for Healthcare Professionals

by Abhinav Suri

Artificial Intelligence (AI) is a buzzword in the healthcare sphere today. However, notions of what AI actually is and how it works are often not discussed. Furthermore, information on AI implementation is often tailored towards seasoned programmers rather than the healthcare professional/beginner coder. This book gives an introduction to practical AI in the medical sphere, focusing on real-life clinical pr...

Price:  $41.49  |  Publisher:  Apress  |  Release:  2022

Web App Development and Real-Time Web Analytics with Python

Web App Development and Real-Time Web Analytics with Python

by Tshepo Chris Nokeri

Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps.Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he'll sho...

Price:  $34.99  |  Publisher:  Apress  |  Release:  2022

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