Distributed

Migrate from pandas and scikit-Learn to PySpark to handle vast amounts of data and achieve faster data processing time. This book will show you how to make this transition by adapting your skills and leveraging the similarities in syntax, functionality, and interoperability between these tools. Distributed Machine Learning with PySpark offers a roadmap to data scientists considering transitioning from small data libraries (pandas/scikit-learn) to big data processing and machine learning with PySpark. You will learn to translate Python code from pandas/scikit-learn to PySpark to preprocess large volumes of data and build, train, test, and evaluate popular machine learning algorithms such as linear and logistic regression, decision trees, random forests, support vector machines, Na鴳e Bayes, and neural networks. After completing this book, you will understand the foundational concepts of data preparation and machine learning and will have the skills necessary to apply these methods using

This book shows how distributed ledger technologies, especially the blockchain, are transforming the finance sector in the wake of the financial crisis of 2008. It surveys the measures, tools, and the

This book supports the trend in many corporations toward flattening parts of their traditional top–down hierarchical management systems into more egalitarian, democratized, and distributed organizatio

The miniature web applications known as gadgets (or widgets) are a key component of the distributed web and an ideal way to publish your content far beyond the reach of your own web site. Packaging we

Provides information on using the version control system, covering such topics as branching, protocols, distributed workflows, Git tools, customization, and subversion.

Do you want to create .NET applications that provide high performance and scalability? Do you want to employ objectoriented programming techniques in a distributed environment? Do you want to maximize

Do you want to create .NET applications that provide high performance and scalability? Do you want to employ object–oriented programming techniques in a distributed environment? Do you want to maximiz

Developers Rammer and Szpuszta show their peers how to use .NET Remoting in distributed applications (covering remoting basics, configuration, deployment, security, versioning, and troubleshooting) an