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Designing Data-Intensive Applications

The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann, Chris Riccomini ...

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What ... Read more

$43.99 USD

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What
... Read more
Stream Processing with Apache Flink

Fundamentals, Implementation, and Operation of Streaming Applications

by Fabian Hueske, Vasiliki Kalavri ...

Get started with Apache Flink, the open source framework that powers some of the world’s largest stream processing applications. With this practical book, you’ll explore the fundamental concepts of parallel stream processing and discover how this technology differs from traditional batch data processing.Longtime Apache Flink committers Fabian Hueske and Vasia Kalavri show you how to implement ... Read more

$43.99 USD

Get started with Apache Flink, the open source framework that powers some of the world’s largest stream processing applications. With this practical book, you’ll explore the fundamental concepts of parallel stream processing and discover how this technology differs from traditional batch data processing.Longtime Apache Flink committers Fabian Hueske and Vasia Kalavri show you how to implement
... Read more
Building the Agile Enterprise

With Capabilities, Collaborations and Values

by Fred A. Cummins ...

Series series The MK/OMG Press
Building the Agile Enterprise with Capabilities, Collaborations and Values, Second Edition covers advances that make technology more powerful and pervasive while, at the same time, improving alignment of technology with business. Using numerous examples, illustrations, and case studies, Fred Cummins, an industry expert, author and former fellow with EDS and Hewlett Packard, updates his first ... Read more

$53.99 USD

Building the Agile Enterprise with Capabilities, Collaborations and Values, Second Edition covers advances that make technology more powerful and pervasive while, at the same time, improving alignment of technology with business. Using numerous examples, illustrations, and case studies, Fred Cummins, an industry expert, author and former fellow with EDS and Hewlett Packard, updates his first
... Read more
Data Lakehouse in Action

Architecting a modern and scalable data analytics platform

by Pradeep Menon ...

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an ... Read more

$34.19 USD or Free with Kobo Plus

Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an
... Read more
Spring in Action

by Craig Walls ...

SummarySpring in Action, 5th Edition is the fully updated revision of Manning's bestselling Spring in Action. This new edition includes all Spring 5.0 updates, along with new examples on reactive programming, Spring WebFlux, and microservices. You'll also find the latest Spring best practices, including Spring Boot for application setup and configuration.Purchase of the print book includes a free ... Read more

$38.99 USD

SummarySpring in Action, 5th Edition is the fully updated revision of Manning's bestselling Spring in Action. This new edition includes all Spring 5.0 updates, along with new examples on reactive programming, Spring WebFlux, and microservices. You'll also find the latest Spring best practices, including Spring Boot for application setup and configuration.Purchase of the print book includes a free
... Read more
Database Internals

A Deep Dive into How Distributed Data Systems Work

by Alex Petrov ...

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.Throughout the book, ... Read more

$41.99 USD

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.Throughout the book,
... Read more
Haunted Empire

Apple After Steve Jobs

by Yukari Iwatani Kane ...

Former Wall Street Journal technology reporter Yukari Iwatani Kane delves deep inside Apple in the two years since Steve Jobs’s death, revealing the tensions and challenges CEO Tim Cook and his team face as they try to sustain Jobs’s vision and keep the company moving forward.Steve Jobs's death raised one of the most pressing questions in the tech and business worlds: Could Apple stay great ... Read more

$9.99 USD

Former Wall Street Journal technology reporter Yukari Iwatani Kane delves deep inside Apple in the two years since Steve Jobs’s death, revealing the tensions and challenges CEO Tim Cook and his team face as they try to sustain Jobs’s vision and keep the company moving forward.Steve Jobs's death raised one of the most pressing questions in the tech and business worlds: Could Apple stay great
... Read more
Practical Statistics for Data Scientists

50+ Essential Concepts Using R and Python

by Peter Bruce, Andrew Bruce, Peter Gedeck ...

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, ... Read more

$48.99 USD

Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse,
... Read more
97 Things About Ethics Everyone in Data Science Should Know

by Bill Franks ...

Most of the high-profile cases of real or perceived unethical activity in data science arenâ??t matters of bad intent. Rather, they occur because the ethics simply arenâ??t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult.In this in-depth book, contributors from top companies in technology, finance, and other ... Read more

$30.99 USD

Most of the high-profile cases of real or perceived unethical activity in data science arenâ??t matters of bad intent. Rather, they occur because the ethics simply arenâ??t thought through well enough. Being ethical takes constant diligence, and in many situations identifying the right choice can be difficult.In this in-depth book, contributors from top companies in technology, finance, and other
... Read more
Build a Reasoning Model (From Scratch)

by Sebastian Raschka ...

LLM reasoning models have the power to tackle truly challenging problems that require finding the right path through multiple steps. In this book you’ll learn how to build a working reasoning model from the ground up. You will start with an existing pre-trained LLM and then implement reasoning-focused improvements from scratch.Sebastian Raschka, the bestselling author of Build a Large Language ... Read more

$43.99 USD

PRE-ORDER

LLM reasoning models have the power to tackle truly challenging problems that require finding the right path through multiple steps. In this book you’ll learn how to build a working reasoning model from the ground up. You will start with an existing pre-trained LLM and then implement reasoning-focused improvements from scratch.Sebastian Raschka, the bestselling author of Build a Large Language
... Read more
Powerful Python

Patterns and Strategies with Modern Python

by Aaron Maxwell ...

Once you've mastered the basics of Python, how do you skill up to the top 1%? How do you focus your learning time on topics that yield the most benefit for production engineering and data teams—without getting distracted by info of little real-world use? This book answers these questions and more.Based on author Aaron Maxwell's software engineering career in Silicon Valley, this unique book ... Read more

$40.99 USD

Once you've mastered the basics of Python, how do you skill up to the top 1%? How do you focus your learning time on topics that yield the most benefit for production engineering and data teams—without getting distracted by info of little real-world use? This book answers these questions and more.Based on author Aaron Maxwell's software engineering career in Silicon Valley, this unique book
... Read more
Fundamentals of Data Visualization

A Primer on Making Informative and Compelling Figures

by Claus O. Wilke ...

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options.This practical book takes you through many commonly ... Read more

$48.99 USD

Effective visualization is the best way to communicate information from the increasingly large and complex datasets in the natural and social sciences. But with the increasing power of visualization software today, scientists, engineers, and business analysts often have to navigate a bewildering array of visualization choices and options.This practical book takes you through many commonly
... Read more
SQL Tuning

Generating Optimal Execution Plans

by Dan Tow ...

A poorly performing database application not only costs users time, but also has an impact on other applications running on the same computer or the same network. SQL Tuning provides an essential next step for SQL developers and database administrators who want to extend their SQL tuning expertise and get the most from their database applications.There are two basic issues to focus on when tuning ... Read more

$23.99 USD

A poorly performing database application not only costs users time, but also has an impact on other applications running on the same computer or the same network. SQL Tuning provides an essential next step for SQL developers and database administrators who want to extend their SQL tuning expertise and get the most from their database applications.There are two basic issues to focus on when tuning
... Read more
SuperFreakonomics

Global Cooling, Patriotic Prostitutes, and Why Suicide Bombers Should Buy Life Insurance

by Steven D. Levitt, Stephen J. Dubner ...

Freakonomics lived on the New York Times bestseller list for an astonishing two years. Now authors Steven D. Levitt and Stephen J. Dubner return with more iconoclastic insights and observations in SuperFreakonomics—the long awaited follow-up to their New York Times Notable blockbuster. Based on revolutionary research and original studies, SuperFreakonomics promises to once again challenge our view ... Read more

$11.99 USD

Freakonomics lived on the New York Times bestseller list for an astonishing two years. Now authors Steven D. Levitt and Stephen J. Dubner return with more iconoclastic insights and observations in SuperFreakonomics—the long awaited follow-up to their New York Times Notable blockbuster. Based on revolutionary research and original studies, SuperFreakonomics promises to once again challenge our view
... Read more
How Data Happened

A History from the Age of Reason to the Age of Algorithms

by Chris Wiggins, Matthew L. Jones ...

**“Fascinating.” —Jill Lepore, The New YorkerA sweeping history of data and its technical, political, and ethical impact on our world.**From facial recognition—capable of checking people into flights or identifying undocumented residents—to automated decision systems that inform who gets loans and who receives bail, each of us moves through a world determined by data-empowered algorithms. But ... Read more

$12.99 USD

**“Fascinating.” —Jill Lepore, The New YorkerA sweeping history of data and its technical, political, and ethical impact on our world.**From facial recognition—capable of checking people into flights or identifying undocumented residents—to automated decision systems that inform who gets loans and who receives bail, each of us moves through a world determined by data-empowered algorithms. But
... Read more
Fundamentals of Data Engineering

Plan and Build Robust Data Systems

by Joe Reis, Matt Housley ...

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle ... Read more

$48.99 USD

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle
... Read more
Python for Data Analysis

Data Wrangling with pandas, NumPy, and Jupyter

by Wes McKinney ...

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process.Written by Wes McKinney ... Read more

$48.99 USD

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process.Written by Wes McKinney
... Read more
Behind Every Good Decision

How Anyone Can Use Business Analytics to Turn Data into Profitable Insight

by Piyanka Jain, Puneet Sharma ...

There is a misconception in business that the only data that matters is BIG data, and that elaborate tools and data scientists are required to extract any practical information. However, nothing could be further from the truth.If you feel that you can’t understand how to read, let alone implement, these complex software programs that crunch the data and spit out more data, that will no longer be a ... Read more

$9.99 USD

There is a misconception in business that the only data that matters is BIG data, and that elaborate tools and data scientists are required to extract any practical information. However, nothing could be further from the truth.If you feel that you can’t understand how to read, let alone implement, these complex software programs that crunch the data and spit out more data, that will no longer be a
... Read more
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron ...

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Read more

$55.99 USD

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow)
... Read more
On Being a Data Skeptic

by Cathy O'Neil ...

"Data is here, it's growing, and it's powerful." Author Cathy O'Neil argues that the right approach to data is skeptical, not cynical––it understands that, while powerful, data science tools often fail. Data is nuanced, and "a really excellent skeptic puts the term 'science' into 'data science.'" The big data revolution shouldn't be dismissed as hype, but current data science tools and models ... Read more

Free

"Data is here, it's growing, and it's powerful." Author Cathy O'Neil argues that the right approach to data is skeptical, not cynical––it understands that, while powerful, data science tools often fail. Data is nuanced, and "a really excellent skeptic puts the term 'science' into 'data science.'" The big data revolution shouldn't be dismissed as hype, but current data science tools and models
... Read more
Big Data Now: Current Perspectives from O'Reilly Radar

by O'Reilly Radar Team ...

This collection represents the full spectrum of data-related content we’ve published on O’Reilly Radar over the last year. Mike Loukides kicked things off in June 2010 with “What is data science?” and from there we’ve pursued the various threads and themes that naturally emerged. Now, roughly a year later, we can look back over all we’ve covered and identify a number of core data areas:Data issues ... Read more

Free

This collection represents the full spectrum of data-related content we’ve published on O’Reilly Radar over the last year. Mike Loukides kicked things off in June 2010 with “What is data science?” and from there we’ve pursued the various threads and themes that naturally emerged. Now, roughly a year later, we can look back over all we’ve covered and identify a number of core data areas:Data issues
... Read more
SQLite Database Programming for Xamarin: Cross-platform C# database development for iOS and Android using SQLite.XM

by Anthony Serpico ...

SQLite is the native database for iOS and Android applications. Xamarin is the development framework of choice for creating cross-platform mobile apps. Together, this powerful duo allows you to write a common, shared data persistence layer that works across OS's. This can greatly simplify your mobile development effort. However, you still need to learn to effectively use SQLite.That's where SQLite ... Read more

Free

SQLite is the native database for iOS and Android applications. Xamarin is the development framework of choice for creating cross-platform mobile apps. Together, this powerful duo allows you to write a common, shared data persistence layer that works across OS's. This can greatly simplify your mobile development effort. However, you still need to learn to effectively use SQLite.That's where SQLite
... Read more
Grokking Algorithms

An illustrated guide for programmers and other curious people

by Aditya Bhargava ...

"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software SystemsGrokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex ... Read more

$34.99 USD

"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software SystemsGrokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex
... Read more
Data Science from Scratch

First Principles with Python

by Joel Grus ...

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.If you have an aptitude for mathematics and some ... Read more

$36.99 USD

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.If you have an aptitude for mathematics and some
... Read more

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