Mastering Apache Spark

Mastering Apache Spark

ناشر Packt Publishing
نویسنده
تعداد صفحه 318
سال 2015
زبان انگلیسی
شابک 9781783987146
حجم فایل 17.8 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Apache Spark is an in-memory cluster based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and SQL. It operates at unprecedented speeds, is easy to use and offers a rich set of data transformations. This book aims to take your limited knowledge of Spark to the next level by teaching you how to expand Spark fun...

Network Graph Analysis and Visualization with Gephi

Network Graph Analysis and Visualization with Gephi

ناشر Packt Publishing
نویسنده
تعداد صفحه 116
سال 2013
زبان انگلیسی
شابک 9781783280131
حجم فایل 3.1 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Gephi is an interactive visualization and exploration platform for all kinds of networks and complex systems. Social media data has helped to drive network visualization to new levels of relevance and importance. However, there is far more to network visualization than just social media data. For analyzing and visualizing network graphs, you need to have an excellent platform, and you need to know...

Statistical and Machine Learning Approaches for Network Analysis

Statistical and Machine Learning Approaches for Network Analysis

ناشر Wiley
نویسنده
تعداد صفحه 344
سال 2012
زبان انگلیسی
شابک 9780470195154
حجم فایل 6.5 MB
نوع فایل pdf
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Statistical and Machine Learning Approaches for Network Analysis provides an accessible framework for structurally analyzing graphs by bringing together known and novel approaches on graph classes and graph measures for classification. By providing different approaches based on experimental data, the book uniquely sets itself apart from the current literature by exploring the application of machin...

Learning Cypher

Learning Cypher

ناشر Packt Publishing
نویسنده
تعداد صفحه 162
سال 2014
زبان انگلیسی
شابک 9781783287758
حجم فایل 6.0 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Neo4j is generating much interest among NoSQL database users for its features, performance and scalability, and robustness. The software also provides users with a very natural and expressive graph model and ACID transactions with rollbacks. However, utilizing Neo4j in a real-world project can be difficult compared to a traditional relational database. Cypher fills this gap with SQL, providing a d...

Fast Data Processing with Spark

Fast Data Processing with Spark

ناشر Packt Publishing
نویسنده
تعداد صفحه 120
سال 2013
زبان انگلیسی
شابک 9781782167068
حجم فایل 11.0 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Spark is a framework for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and inbuilt tools for interactive query analysis (Shark), large-scale graph processing and analysis (Bagel), and real-time analysis (Spark Streaming), it can be interactivel...

Fast Data Processing with Spark, 2nd Edition

Fast Data Processing with Spark, 2nd Edition

ناشر Packt Publishing
نویسنده
تعداد صفحه 184
سال 2015
زبان انگلیسی
شابک 9781784392574
حجم فایل 14.2 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Spark is a framework used for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does, but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and built-in tools for interactive query analysis (Spark SQL), large-scale graph processing and analysis (GraphX), and real-time analysis (Spark Streaming), it can be ...

Gephi Cookbook

Gephi Cookbook

ناشر Packt Publishing
نویسنده
تعداد صفحه 296
سال 2015
زبان انگلیسی
شابک 9781783987405
حجم فایل 14.1 MB
نوع فایل pdf
دانلود   و   ادامه مطلب

Gephi is an open source, user-friendly network visualization and analysis tool that provides numerous powerful features, making it easy for novices to get to grips with graph analysis quickly. This book is your one-stop guide to learning Gephi's interactive networking and visualization, alongside the graph theory concepts that drive them. Each recipe walks you through a task and explains wh...

Neo4j Cookbook

Neo4j Cookbook

ناشر Packt Publishing
نویسنده
تعداد صفحه 226
سال 2015
زبان انگلیسی
شابک 9781783287253
حجم فایل 12.6 MB
نوع فایل pdf
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Neo4j is an open source graph database written in Java. Graph databases provide an excellent way to get richer insight into data and lower the bar for entry into the data science world. Starting with a practical and vital introduction to Neo4j and various aspects of Neo4j installation, you will learn how to connect and access Neo4j servers from programming languages such as Java, Python, Ruby, and...

Building Web Applications with Python and Neo4j

Building Web Applications with Python and Neo4j

ناشر Packt Publishing
نویسنده
تعداد صفحه 184
سال 2015
زبان انگلیسی
شابک 9781783983988
حجم فایل 7.5 MB
نوع فایل pdf
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Py2neo is a simple and pragmatic Python library that provides access to the popular graph database Neo4j via its RESTful web service interface. This brings with it a heavily refactored core, a cleaner API, better performance, and some new idioms. You will begin with licensing and installing Neo4j, learning the fundamentals of Cypher as a graph query language, and exploring Cypher optimizati...

Mastering Probabilistic Graphical Models Using Python

Mastering Probabilistic Graphical Models Using Python

ناشر Packt Publishing
نویسنده
تعداد صفحه 284
سال 2015
زبان انگلیسی
شابک 9781784394684
حجم فایل 15.8 MB
نوع فایل pdf
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Probabilistic graphical models is a technique in machine learning that uses the concepts of graph theory to concisely represent and optimally predict values in our data problems. Graphical models gives us techniques to find complex patterns in the data and are widely used in the field of speech recognition, information extraction, image segmentation, and modeling gene regulatory networks. ...