Mastering Mongodb 3x

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Mastering MongoDB 3.x

Author : Alex Giamas
Publisher : Packt Publishing Ltd
ISBN 13 : 1783982616
Total Pages : 332 pages
Book Rating : 4.7/5 (839 download)

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Book Synopsis Mastering MongoDB 3.x by : Alex Giamas

Download or read book Mastering MongoDB 3.x written by Alex Giamas and published by Packt Publishing Ltd. This book was released on 2017-11-17 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: An expert's guide to build fault tolerant MongoDB application About This Book Master the advanced modeling, querying, and administration techniques in MongoDB and become a MongoDB expert Covers the latest updates and Big Data features frequently used by professional MongoDB developers and administrators If your goal is to become a certified MongoDB professional, this book is your perfect companion Who This Book Is For Mastering MongoDB is a book for database developers, architects, and administrators who want to learn how to use MongoDB more effectively and productively. If you have experience in, and are interested in working with, NoSQL databases to build apps and websites, then this book is for you. What You Will Learn Get hands-on with advanced querying techniques such as indexing, expressions, arrays, and more. Configure, monitor, and maintain highly scalable MongoDB environment like an expert. Master replication and data sharding to optimize read/write performance. Design secure and robust applications based on MongoDB. Administer MongoDB-based applications on-premise or in the cloud Scale MongoDB to achieve your design goals Integrate MongoDB with big data sources to process huge amounts of data In Detail MongoDB has grown to become the de facto NoSQL database with millions of users—from small startups to Fortune 500 companies. Addressing the limitations of SQL schema-based databases, MongoDB pioneered a shift of focus for DevOps and offered sharding and replication maintainable by DevOps teams. The book is based on MongoDB 3.x and covers topics ranging from database querying using the shell, built in drivers, and popular ODM mappers to more advanced topics such as sharding, high availability, and integration with big data sources. You will get an overview of MongoDB and how to play to its strengths, with relevant use cases. After that, you will learn how to query MongoDB effectively and make use of indexes as much as possible. The next part deals with the administration of MongoDB installations on-premise or in the cloud. We deal with database internals in the next section, explaining storage systems and how they can affect performance. The last section of this book deals with replication and MongoDB scaling, along with integration with heterogeneous data sources. By the end this book, you will be equipped with all the required industry skills and knowledge to become a certified MongoDB developer and administrator. Style and approach This book takes a practical, step-by-step approach to explain the concepts of MongoDB. Practical use-cases involving real-world examples are used throughout the book to clearly explain theoretical concepts.

Mastering MongoDB 4.x

Author : Alex Giamas
Publisher : Packt Publishing Ltd
ISBN 13 : 1789611385
Total Pages : 384 pages
Book Rating : 4.7/5 (896 download)

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Book Synopsis Mastering MongoDB 4.x by : Alex Giamas

Download or read book Mastering MongoDB 4.x written by Alex Giamas and published by Packt Publishing Ltd. This book was released on 2019-03-30 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the power of MongoDB 4.x to build and administer fault-tolerant database applications Key FeaturesMaster the new features and capabilities of MongoDB 4.x Implement advanced data modeling, querying, and administration techniques in MongoDBIncludes rich case-studies and best practices followed by expert MongoDB developersBook Description MongoDB is the best platform for working with non-relational data and is considered to be the smartest tool for organizing data in line with business needs. The recently released MongoDB 4.x supports ACID transactions and makes the technology an asset for enterprises across the IT and fintech sectors. This book provides expertise in advanced and niche areas of managing databases (such as modeling and querying databases) along with various administration techniques in MongoDB, thereby helping you become a successful MongoDB expert. The book helps you understand how the newly added capabilities function with the help of some interesting examples and large datasets. You will dive deeper into niche areas such as high-performance configurations, optimizing SQL statements, configuring large-scale sharded clusters, and many more. You will also master best practices in overcoming database failover, and master recovery and backup procedures for database security. By the end of the book, you will have gained a practical understanding of administering database applications both on premises and on the cloud; you will also be able to scale database applications across all servers. What you will learnPerform advanced querying techniques such as indexing and expressionsConfigure, monitor, and maintain a highly scalable MongoDB environment Master replication and data sharding to optimize read/write performance Administer MongoDB-based applications on premises or on the cloud Integrate MongoDB with big data sources to process huge amounts of data Deploy MongoDB on Kubernetes containers Use MongoDB in IoT, mobile, and serverless environmentsWho this book is for This book is ideal for MongoDB developers and database administrators who wish to become successful MongoDB experts and build scalable and fault-tolerant applications using MongoDB. It will also be useful for database professionals who wish to become certified MongoDB professionals. Some understanding of MongoDB and basic database concepts is required to get the most out of this book.

Mastering MongoDB 6.x

Author : Alex Giamas
Publisher : Packt Publishing Ltd
ISBN 13 : 1803234830
Total Pages : 460 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Mastering MongoDB 6.x by : Alex Giamas

Download or read book Mastering MongoDB 6.x written by Alex Giamas and published by Packt Publishing Ltd. This book was released on 2022-08-30 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and build solutions with the most powerful document database, MongoDB Key FeaturesLearn from the experts about every new feature in MongoDB 6 and 5Develop applications and administer clusters using MongoDB on premise or in the cloudExplore code-rich case studies showcasing MongoDB's major features followed by best practicesBook Description MongoDB is a leading non-relational database. This book covers all the major features of MongoDB including the latest version 6. MongoDB 6.x adds many new features and expands on existing ones such as aggregation, indexing, replication, sharding and MongoDB Atlas tools. Some of the MongoDB Atlas tools that you will master include Atlas dedicated clusters and Serverless, Atlas Search, Charts, Realm Application Services/Sync, Compass, Cloud Manager and Data Lake. By getting hands-on working with code using realistic use cases, you will master the art of modeling, shaping and querying your data and become the MongoDB oracle for the business. You will focus on broadly used and niche areas such as optimizing queries, configuring large-scale clusters, configuring your cluster for high performance and availability and many more. Later, you will become proficient in auditing, monitoring, and securing your clusters using a structured and organized approach. By the end of this book, you will have grasped all the practical understanding needed to design, develop, administer and scale MongoDB-based database applications both on premises and on the cloud. What you will learnUnderstand data modeling and schema design, including smart indexingMaster querying data using aggregationUse distributed transactions, replication and sharding for better resultsAdminister your database using backups and monitoring toolsSecure your cluster with the best checklists and adviceMaster MongoDB Atlas, Search, Charts, Serverless, Realm, Compass, Cloud Manager and other tools offered in the cloud or on premisesIntegrate MongoDB with other big data sourcesDesign and deploy MongoDB in mobile, IoT and serverless environmentsWho this book is for This book is for MongoDB developers and database administrators who want to learn how to model their data using MongoDB in depth, for both greenfield and existing projects. An understanding of MongoDB, shell command skills and basic database design concepts is required to get the most out of this book.

Mastering MongoDB 7.0

Author : Marko Aleksendrić
Publisher : Packt Publishing Ltd
ISBN 13 : 1835463193
Total Pages : 435 pages
Book Rating : 4.8/5 (354 download)

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Book Synopsis Mastering MongoDB 7.0 by : Marko Aleksendrić

Download or read book Mastering MongoDB 7.0 written by Marko Aleksendrić and published by Packt Publishing Ltd. This book was released on 2024-01-05 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain MongoDB expertise and discover advanced queries and Atlas insights with this ultimate guide to version 7.0 Key Features Enhance your proficiency in advanced queries, aggregation, and optimized indexing to achieve peak MongoDB performance Monitor, back up, and integrate applications effortlessly with MongoDB Atlas Implement security thorough RBAC, auditing, and encryption to ensure comprehensive data protection and privacy Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMastering MongoDB 7.0 explores the latest version of MongoDB, an exceptional NoSQL database solution that aligns with the needs of modern web applications. This book starts with an informative overview of MongoDB’s architecture and developer tools, guiding you through the process of connecting to databases seamlessly. This MongoDB book explores advanced queries in detail, including aggregation pipelines and multi-document ACID transactions. It delves into the capabilities of the MongoDB Atlas developer data platform and the latest features, such as Atlas Vector Search, and their role in AI applications, enabling developers to build applications with the scalability and performance that today’s organizations need. It also covers the creation of resilient search functionality using MongoDB Atlas Search. Mastering MongoDB 7.0’s deep coverage of advanced techniques encompasses everything from role-based access control (RBAC) to user management, auditing practices, and encryption across data, network, and storage layers. By the end of this book, you’ll have developed the skills necessary to create efficient, secure, and high-performing applications using MongoDB. You’ll have the confidence to undertake complex queries, integrate robust applications, and ensure data security to overcome modern data challenges.What you will learn Execute advanced MongoDB queries for intricate data insights Harness the power of aggregation pipelines to transform data Ensure data integrity with multi-document ACID transactions Optimize query performance using strategic indexing techniques Navigate MongoDB Atlas seamlessly for monitoring and backups Enable robust search functionality with Atlas Search Master RBAC, user management, and data encryption for security Implement auditing practices for transparency and accountability Who this book is for This book is for developers with an intermediate skill level who aim to become MongoDB experts. Working knowledge of MongoDB is recommended to gain the most from this guide. Ideal for database administrators, app developers, and software engineers, this book will assist you in developing advanced skills to conquer intricate data tasks.

Spring Boot 2.0 Projects

Author : Mohamed Shazin Sadakath
Publisher : Packt Publishing Ltd
ISBN 13 : 1789134226
Total Pages : 329 pages
Book Rating : 4.7/5 (891 download)

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Book Synopsis Spring Boot 2.0 Projects by : Mohamed Shazin Sadakath

Download or read book Spring Boot 2.0 Projects written by Mohamed Shazin Sadakath and published by Packt Publishing Ltd. This book was released on 2018-07-30 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop diverse real-life projects including most aspects of Spring Boot Key Features Run production-grade based applications using the Spring WebFlux framework Learn to develop high performance, asynchronous applications with Spring Boot Create robust microservice-based applications with Kotlin using Spring Boot Book Description Spring is one of the best tools available on the market for developing web, enterprise, and cloud-ready software. The goal of Spring Boot is to provide a set of tools for quickly building Spring applications that are easy to configure, and that make it easy to create and run production-grade Spring-based applications. Spring Boot 2.0 Projects will get you acquainted with important features of the latest version of this application-building tool and will cover basic, as well as advanced topics. The book starts off by teaching you how to create a web application using Spring Boot, followed by creating a Spring Boot-based simple blog management system that uses Elasticsearch as the data store. As you make your way through the chapters, you’ll build a RESTful web services application using Kotlin and the Spring WebFlux framework. Spring WebFlux is a new framework that helps in creating a reactive application in a functional way. Toward the end of the book, you will build a taxi-hailing API with reactive microservices using Spring Boot and a Twitter clone with a Spring Boot backend. Finally, you’ll learn how to build an asynchronous email formatter. What you will learn Learn the fundamental features of Spring Boot 2.0 Customize Spring Boot 2.0 applications Build a basic web application Use Redis to build a taxi-hailing API Create a simple blog management system and a Twitter clone Develop a reactive RESTful web service with Kotlin using Spring Boot Who this book is for This book is for competent Spring developers who wish to understand how to develop complex yet scalable applications with Spring Boot. You must have a good knowledge of Java programming and be familiar with the basics of Spring.

Mastering MongoDB

Author : Frahaan Hussain
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.2/5 (244 download)

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Book Synopsis Mastering MongoDB by : Frahaan Hussain

Download or read book Mastering MongoDB written by Frahaan Hussain and published by . This book was released on 2024-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mastering MongoDB: A Comprehensive Guide to NoSQL Database Excellence" is an essential resource for anyone looking to deepen their understanding and proficiency in MongoDB, a leading NoSQL database technology. This comprehensive guide serves as an invaluable tool for database administrators, software developers, and IT professionals, helping them to harness the full potential of MongoDB in their projects and applications. This book begins with a thorough introduction to MongoDB, making it suitable even for those who are new to NoSQL databases. It lays a solid foundation by explaining the key differences between traditional relational databases and NoSQL systems, with a specific focus on MongoDB's unique features and strengths. As the reader progresses, the book delves into advanced topics such as data modeling and database design. It offers practical advice on how to structure data in a non-relational format, ensuring efficient access and scalability. The chapters on query optimization provide in-depth techniques to enhance the performance of MongoDB databases, making them run faster and more efficiently. One of the highlights of this guide is its focus on MongoDB's architecture. It offers a deep dive into the internal workings of MongoDB, giving readers a comprehensive understanding of how it manages data storage, indexing, and transactions. This knowledge is crucial for effectively scaling and maintaining MongoDB databases in production environments. Security is a paramount concern in today's digital world, and this book addresses it head-on. It covers MongoDB's security features in detail, teaching readers how to implement robust security measures, manage user authentication, and protect sensitive data from unauthorized access. The book also provides practical insights into the development and deployment of MongoDB-based applications. It covers various programming interfaces, giving examples in multiple programming languages to cater to a diverse audience. Readers will learn how to integrate MongoDB into different software development environments and how to use its rich feature set for complex data manipulation and retrieval. For those involved in large-scale data storage solutions, the book discusses strategies for database scaling and replication, ensuring high availability and performance. It also keeps the readers up-to-date with the latest trends and updates in MongoDB, preparing them for future developments in NoSQL database technology. "Mastering MongoDB" is more than just a technical manual; it is a guide that empowers its readers with the knowledge and skills to excel in the rapidly evolving world of NoSQL databases. Whether you are a beginner eager to learn about MongoDB or a seasoned professional aiming to refine your skills, this book is an indispensable asset on your journey to mastering MongoDB.

Mastering MongoDB

Author :
Publisher : Cybellium Ltd
ISBN 13 :
Total Pages : 260 pages
Book Rating : 4.8/5 (631 download)

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Book Synopsis Mastering MongoDB by :

Download or read book Mastering MongoDB written by and published by Cybellium Ltd. This book was released on with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the Full Potential of NoSQL Data Storage In the realm of NoSQL databases, MongoDB stands as a pioneer—a versatile solution that empowers organizations to handle complex data needs with ease. "Mastering MongoDB Database" is your ultimate guide to understanding and harnessing the capabilities of this dynamic platform, offering comprehensive insights into building, managing, and scaling robust data-driven applications. About the Book: As data becomes increasingly diverse and voluminous, the demand for agile and scalable data storage solutions has skyrocketed. "Mastering MongoDB Database" dives deep into MongoDB—a document-oriented NoSQL database—equipping both newcomers and experienced professionals with the tools to harness MongoDB's capabilities for successful application development. Key Features: MongoDB Essentials: Begin with a comprehensive introduction to MongoDB, understanding its architecture, data model, and core principles. Document-Oriented Data Modeling: Explore the unique document-oriented data model of MongoDB. Learn how to design schemas that cater to dynamic and evolving data requirements. Querying and Aggregation: Master the art of querying and aggregating data in MongoDB. Learn about the powerful query language and aggregation framework that enable efficient data retrieval and analysis. Indexes and Performance Optimization: Delve into index creation and optimization strategies that enhance data access speed and overall application performance. Scaling and Sharding: Understand the intricacies of scaling MongoDB for large-scale applications. Learn about horizontal scaling and sharding techniques that accommodate growth. High Availability and Replication: Explore strategies for ensuring high availability and data redundancy through replication. Learn how to set up replica sets to guarantee data durability. Security and Authentication: Grasp the best practices for securing your MongoDB deployment. Learn about authentication mechanisms, access controls, and data encryption. Real-World Use Cases: Gain insights into how MongoDB is applied across industries to solve real-world challenges. From content management systems to IoT platforms, explore versatile applications of MongoDB. Why This Book Matters: In a data-driven world, MongoDB offers a dynamic platform for handling diverse data needs. "Mastering MongoDB Database" empowers database administrators, developers, and technology enthusiasts to tap into MongoDB's potential, enabling them to design and implement applications that excel in the era of data complexity. Unlock the Power of MongoDB: As the data landscape evolves, MongoDB continues to be at the forefront of dynamic data storage solutions. "Mastering MongoDB Database" equips you with the knowledge needed to harness MongoDB's full potential, enabling you to build agile, scalable, and high-performance applications that thrive in the modern data-driven ecosystem. Your journey to mastering MongoDB starts here. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com

Mastering MongoDB

Author : Ed Norex
Publisher : Independently Published
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (846 download)

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Book Synopsis Mastering MongoDB by : Ed Norex

Download or read book Mastering MongoDB written by Ed Norex and published by Independently Published. This book was released on 2024-03-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive deep into the world of MongoDB with "Mastering MongoDB: Essential Techniques," your comprehensive guide to harnessing the power of the world's leading NoSQL database. Whether you're a software developer, database administrator, or a data scientist, this expertly crafted book is designed to elevate your skills and enable you to leverage MongoDB's full potential. "Mastering MongoDB: Essential Techniques" meticulously covers every aspect of MongoDB, from the fundamentals to advanced features. Begin with an introduction that sets the stage for a deeper understanding of MongoDB's architecture, followed by chapters on document design and data modeling that are crucial for optimizing application performance. Learn the art and science of CRUD operations, delve into indexing for performance tuning, and master the aggregation framework for complex data analysis. Security, a paramount concern in today's digital landscape, is addressed in detail, ensuring you can safeguard your data against unauthorized access. The book provides in-depth insights into replication for high availability, sharding for scalability, and explores the seamless world of MongoDB Atlas, the cloud-based service. Additionally, prepare yourself for any eventuality with robust backup and recovery strategies, and keep your MongoDB deployments in top-notch condition with monitoring and administration best practices. Beyond the core functionalities, this book explores advanced topics and best practices gleaned from real-world experiences, preparing you to tackle challenges and seize opportunities in your MongoDB projects. From optimizing your schema design to integrating MongoDB with machine learning workflows, "Mastering MongoDB: Essential Techniques" is the key to unlocking advanced capabilities. Whether you are starting your journey with MongoDB or looking to deepen your existing knowledge, this book is an indispensable resource. Step into the future of database management and make "Mastering MongoDB: Essential Techniques" your go-to guide for building powerful, efficient, and scalable applications with MongoDB.

Professional NoSQL

Author : Shashank Tiwari
Publisher : John Wiley & Sons
ISBN 13 : 1118167805
Total Pages : 384 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Professional NoSQL by : Shashank Tiwari

Download or read book Professional NoSQL written by Shashank Tiwari and published by John Wiley & Sons. This book was released on 2011-08-31 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on guide to leveraging NoSQL databases NoSQL databases are an efficient and powerful tool for storing and manipulating vast quantities of data. Most NoSQL databases scale well as data grows. In addition, they are often malleable and flexible enough to accommodate semi-structured and sparse data sets. This comprehensive hands-on guide presents fundamental concepts and practical solutions for getting you ready to use NoSQL databases. Expert author Shashank Tiwari begins with a helpful introduction on the subject of NoSQL, explains its characteristics and typical uses, and looks at where it fits in the application stack. Unique insights help you choose which NoSQL solutions are best for solving your specific data storage needs. Professional NoSQL: Demystifies the concepts that relate to NoSQL databases, including column-family oriented stores, key/value databases, and document databases. Delves into installing and configuring a number of NoSQL products and the Hadoop family of products. Explains ways of storing, accessing, and querying data in NoSQL databases through examples that use MongoDB, HBase, Cassandra, Redis, CouchDB, Google App Engine Datastore and more. Looks at architecture and internals. Provides guidelines for optimal usage, performance tuning, and scalable configurations. Presents a number of tools and utilities relating to NoSQL, distributed platforms, and scalable processing, including Hive, Pig, RRDtool, Nagios, and more.

Mastering Diabetes

Author : Cyrus Khambatta, PhD
Publisher : Penguin
ISBN 13 : 059318999X
Total Pages : 402 pages
Book Rating : 4.5/5 (931 download)

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Book Synopsis Mastering Diabetes by : Cyrus Khambatta, PhD

Download or read book Mastering Diabetes written by Cyrus Khambatta, PhD and published by Penguin. This book was released on 2020-02-18 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: The instant New York Times bestseller. A groundbreaking method to master all types of diabetes by reversing insulin resistance. Current medical wisdom advises that anyone suffering from diabetes or prediabetes should eat a low-carbohydrate, high-fat diet. But in this revolutionary book, Cyrus Khambatta, PhD, and Robby Barbaro, MPH, rely on a century of research to show that advice is misguided. While it may improve short-term blood glucose control, such a diet also increases the long-term risk for chronic diseases like cancer, high blood pressure, high cholesterol, chronic kidney disease, and fatty liver disease. The revolutionary solution is to eat a low-fat plant-based whole-food diet, the most powerful way to reverse insulin resistance in all types of diabetes: type 1, type 1.5, type 2, prediabetes, and gestational diabetes. As the creators of the extraordinary and effective Mastering Diabetes Method, Khambatta and Barbaro lay out a step-by-step plan proven to reverse insulin resistance-the root cause of blood glucose variability- while improving overall health and maximizing life expectancy. Armed with more than 800 scientific references and drawing on more than 36 years of personal experience living with type 1 diabetes themselves, the authors show how to eat large quantities of carbohydrate-rich whole foods like bananas, potatoes, and quinoa while decreasing blood glucose, oral medication, and insulin requirements. They also provide life-changing advice on intermittent fasting and daily exercise and offer tips on eating in tricky situations, such as restaurant meals and family dinners. Perhaps best of all: On the Mastering Diabetes Method, you will never go hungry. With more than 30 delicious, filling, and nutrient-dense recipes and backed by cutting-edge nutritional science, Mastering Diabetes will help you maximize your insulin sensitivity, attain your ideal body weight, improve your digestive health, gain energy, live an active life, and feel the best you've felt in years.

High Performance Python

Author : Micha Gorelick
Publisher : O'Reilly Media
ISBN 13 : 1492054992
Total Pages : 469 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis High Performance Python by : Micha Gorelick

Download or read book High Performance Python written by Micha Gorelick and published by O'Reilly Media. This book was released on 2020-04-30 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your Python code may run correctly, but you need it to run faster. Updated for Python 3, this expanded edition shows you how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. By exploring the fundamental theory behind design choices, High Performance Python helps you gain a deeper understanding of Python’s implementation. How do you take advantage of multicore architectures or clusters? Or build a system that scales up and down without losing reliability? Experienced Python programmers will learn concrete solutions to many issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and more. Get a better grasp of NumPy, Cython, and profilers Learn how Python abstracts the underlying computer architecture Use profiling to find bottlenecks in CPU time and memory usage Write efficient programs by choosing appropriate data structures Speed up matrix and vector computations Use tools to compile Python down to machine code Manage multiple I/O and computational operations concurrently Convert multiprocessing code to run on local or remote clusters Deploy code faster using tools like Docker

Learning Neo4j 3.x

Author : Jerome Baton
Publisher : Packt Publishing Ltd
ISBN 13 : 1786460084
Total Pages : 309 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis Learning Neo4j 3.x by : Jerome Baton

Download or read book Learning Neo4j 3.x written by Jerome Baton and published by Packt Publishing Ltd. This book was released on 2017-10-20 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Run blazingly fast queries on complex graph datasets with the power of the Neo4j graph database About This Book Get acquainted with graph database systems and apply them in real-world use cases Use Cypher query language, APOC and other Neo4j extensions to derive meaningful analysis from complex data sets. A practical guide filled with ready to use examples on querying, graph processing and visualizing information to build smarter spatial applications. Who This Book Is For This book is for developers who want an alternative way to store and process data within their applications. No previous graph database experience is required; however, some basic database knowledge will help you understand the concepts more easily. What You Will Learn Understand the science of graph theory, databases and its advantages over traditional databases. Install Neo4j, model data and learn the most common practices of traversing data Learn the Cypher query language and tailor-made procedures to analyze and derive meaningful representations of data Improve graph techniques with the help of precise procedures in the APOC library Use Neo4j advanced extensions and plugins for performance optimization. Understand how Neo4j's new security features and clustering architecture are used for large scale deployments. In Detail Neo4j is a graph database that allows traversing huge amounts of data with ease. This book aims at quickly getting you started with the popular graph database Neo4j. Starting with a brief introduction to graph theory, this book will show you the advantages of using graph databases along with data modeling techniques for graph databases. You'll gain practical hands-on experience with commonly used and lesser known features for updating graph store with Neo4j's Cypher query language. Furthermore, you'll also learn to create awesome procedures using APOC and extend Neo4j's functionality, enabling integration, algorithmic analysis, and other advanced spatial operation capabilities on data. Through the course of the book you will come across implementation examples on the latest updates in Neo4j, such as in-graph indexes, scaling, performance improvements, visualization, data refactoring techniques, security enhancements, and much more. By the end of the book, you'll have gained the skills to design and implement modern spatial applications, from graphing data to unraveling business capabilities with the help of real-world use cases. Style and approach A step-by-step approach of adopting Neo4j, the world's leading graph database. This book includes a lot of background information, helps you grasp the fundamental concepts behind this radical new way of dealing with connected data, and will give you lots of examples of use cases and environments where a graph database would be a great fit

Numerical Python

Author : Robert Johansson
Publisher : Apress
ISBN 13 : 1484242467
Total Pages : 709 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Numerical Python by : Robert Johansson

Download or read book Numerical Python written by Robert Johansson and published by Apress. This book was released on 2018-12-24 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute solutions and mathematically model applications in big data, cloud computing, financial engineering, business management and more. Numerical Python, Second Edition, presents many brand-new case study examples of applications in data science and statistics using Python, along with extensions to many previous examples. Each of these demonstrates the power of Python for rapid development and exploratory computing due to its simple and high-level syntax and multiple options for data analysis. After reading this book, readers will be familiar with many computing techniques including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling and machine learning. What You'll Learn Work with vectors and matrices using NumPy Plot and visualize data with Matplotlib Perform data analysis tasks with Pandas and SciPy Review statistical modeling and machine learning with statsmodels and scikit-learn Optimize Python code using Numba and Cython Who This Book Is For Developers who want to understand how to use Python and its related ecosystem for numerical computing.

N1ql

Author : Sitaram Vemulapalli
Publisher :
ISBN 13 : 9780692111581
Total Pages : pages
Book Rating : 4.1/5 (115 download)

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Book Synopsis N1ql by : Sitaram Vemulapalli

Download or read book N1ql written by Sitaram Vemulapalli and published by . This book was released on 2018-04-18 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Way to Go

Author : Ivo Balbaert
Publisher : iUniverse
ISBN 13 : 1469769166
Total Pages : 629 pages
Book Rating : 4.4/5 (697 download)

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Book Synopsis The Way to Go by : Ivo Balbaert

Download or read book The Way to Go written by Ivo Balbaert and published by iUniverse. This book was released on 2012 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the reader with a comprehensive overview of the new open source programming language Go (in its first stable and maintained release Go 1) from Google. The language is devised with Java / C#-like syntax so as to feel familiar to the bulk of programmers today, but Go code is much cleaner and simpler to read, thus increasing the productivity of developers. You will see how Go: simplifies programming with slices, maps, structs and interfaces incorporates functional programming makes error-handling easy and secure simplifies concurrent and parallel programming with goroutines and channels And you will learn how to: make use of Go's excellent standard library program Go the idiomatic way using patterns and best practices in over 225 working examples and 135 exercises This book focuses on the aspects that the reader needs to take part in the coming software revolution using Go.

Statistics with Julia

Author : Yoni Nazarathy
Publisher : Springer Nature
ISBN 13 : 3030709019
Total Pages : 527 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Statistics with Julia by : Yoni Nazarathy

Download or read book Statistics with Julia written by Yoni Nazarathy and published by Springer Nature. This book was released on 2021-09-04 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical knowledge and only assumes a basic understanding of programming and mathematical notation. It is accessible to practitioners and researchers in data science, machine learning, bio-statistics, finance, or engineering who may wish to solidify their knowledge of probability and statistics. The book progresses through ten independent chapters starting with an introduction of Julia, and moving through basic probability, distributions, statistical inference, regression analysis, machine learning methods, and the use of Monte Carlo simulation for dynamic stochastic models. Ultimately this text introduces the Julia programming language as a computational tool, uniquely addressing end-users rather than developers. It makes heavy use of over 200 code examples to illustrate dozens of key statistical concepts. The Julia code, written in a simple format with parameters that can be easily modified, is also available for download from the book’s associated GitHub repository online. See what co-creators of the Julia language are saying about the book: Professor Alan Edelman, MIT: With “Statistics with Julia”, Yoni and Hayden have written an easy to read, well organized, modern introduction to statistics. The code may be looked at, and understood on the static pages of a book, or even better, when running live on a computer. Everything you need is here in one nicely written self-contained reference. Dr. Viral Shah, CEO of Julia Computing: Yoni and Hayden provide a modern way to learn statistics with the Julia programming language. This book has been perfected through iteration over several semesters in the classroom. It prepares the reader with two complementary skills - statistical reasoning with hands on experience and working with large datasets through training in Julia.

Lifelong Technology-Enhanced Learning

Author : Viktoria Pammer-Schindler
Publisher : Springer
ISBN 13 : 3319985728
Total Pages : 686 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Lifelong Technology-Enhanced Learning by : Viktoria Pammer-Schindler

Download or read book Lifelong Technology-Enhanced Learning written by Viktoria Pammer-Schindler and published by Springer. This book was released on 2018-08-24 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, held in Leeds, UK, in September 2018. The 42 full and short papers, 7 demo papers, and 23 poster papers presented in this volume were carefully reviewed and selected from 142 submissions. This year, the European Conference on Technology-Enhanced Learning (EC-TEL) will engage researchers, practitioners, educational developers, entrepreneurs and policy makers in a joint discussion on how to put science, technology and practice at the service of learning to embrace these challenges on the topic: Lifelong technology enhanced learning: Dealing with the complexity of 21st century challenges. /div Chapter "" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.