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Data Science at the Command Line

Obtain, Scrub, Explore, and Model Data with Unix Power Tools

by Jeroen Janssens ...

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools--useful whether you ... Read more

$41.99 USD

This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed with over 100 Unix power tools--useful whether you
... Read more
The Equality Machine

Harnessing Digital Technology for a Brighter, More Inclusive Future

by Orly Lobel ...

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes ... Read more

$17.99 USD

**AN ECONOMIST BEST BOOK OF 2022At a time when AI and digital platforms are under fire, Orly Lobel, a renowned tech policy scholar, defends technology as a powerful tool we can harness to achieve equality and a better future.**Much has been written about the challenges tech presents to equality and democracy. But we can either criticize big data and automation or steer it to do better. Lobel makes
... Read more
RAG with Python Cookbook

Practical Recipes from Data Preprocessing to LLM Agents

by Dominik Polzer ...

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents ... Read more

$48.99 USD

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents
... Read more
Developing High-Frequency Trading Systems

Learn how to implement high-frequency trading from scratch with C++ or Java basics

by Sebastien Donadio, Sourav Ghosh, Romain Rossier ...

Use your programming skills to create and optimize high-frequency trading systems in no time with Java, C++, and PythonKey FeaturesLearn how to build high-frequency trading systems with ultra-low latencyUnderstand the critical components of a trading systemOptimize your systems with high-level programming techniquesBook DescriptionThe world of trading markets is complex, but it can be made easier ... Read more

$39.99 USD or Free with Kobo Plus

Use your programming skills to create and optimize high-frequency trading systems in no time with Java, C++, and PythonKey FeaturesLearn how to build high-frequency trading systems with ultra-low latencyUnderstand the critical components of a trading systemOptimize your systems with high-level programming techniquesBook DescriptionThe world of trading markets is complex, but it can be made easier
... Read more
Data Engineering with dbt

A practical guide to building a cloud-based, pragmatic, and dependable data platform with SQL

by Roberto Zagni ...

Use easy-to-apply patterns in SQL and Python to adopt modern analytics engineering to build agile platforms with dbt that are well-tested and simple to extend and run Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesBuild a solid dbt base and learn data modeling and the modern data stack to become an analytics engineerBuild automated and reliable pipelines to deploy, test, ... Read more

$35.99 USD or Free with Kobo Plus

Use easy-to-apply patterns in SQL and Python to adopt modern analytics engineering to build agile platforms with dbt that are well-tested and simple to extend and run Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesBuild a solid dbt base and learn data modeling and the modern data stack to become an analytics engineerBuild automated and reliable pipelines to deploy, test,
... Read more
Hands-On SQL Server 2019 Analysis Services

Design and query tabular and multi-dimensional models using Microsoft's SQL Server Analysis Services

by Steven Hughes ...

Get up to speed with the new features added to Microsoft SQL Server 2019 Analysis Services and create models to support your businessKey FeaturesExplore tips and tricks to design, develop, and optimize end-to-end data analytics solutions using Microsoft's technologiesLearn tabular modeling and multi-dimensional cube design development using real-world examplesImplement Analysis Services to help ... Read more

$36.99 USD or Free with Kobo Plus

Get up to speed with the new features added to Microsoft SQL Server 2019 Analysis Services and create models to support your businessKey FeaturesExplore tips and tricks to design, develop, and optimize end-to-end data analytics solutions using Microsoft's technologiesLearn tabular modeling and multi-dimensional cube design development using real-world examplesImplement Analysis Services to help
... Read more
Hadoop: The Definitive Guide

The Definitive Guide

by Tom White ...

Hadoop: The Definitive Guide helps you harness the power of your data. Ideal for processing large datasets, the Apache Hadoop framework is an open source implementation of the MapReduce algorithm on which Google built its empire. This comprehensive resource demonstrates how to use Hadoop to build reliable, scalable, distributed systems: programmers will find details for analyzing large datasets, ... Read more

$25.99 USD

Hadoop: The Definitive Guide helps you harness the power of your data. Ideal for processing large datasets, the Apache Hadoop framework is an open source implementation of the MapReduce algorithm on which Google built its empire. This comprehensive resource demonstrates how to use Hadoop to build reliable, scalable, distributed systems: programmers will find details for analyzing large datasets,
... Read more
Mastering Blockchain

Distributed ledger technology, decentralization, and smart contracts explained

by Imran Bashir, Ankur Daharwal, Pranav Burnwal ...

Learn about cryptography and cryptocurrencies, so you can build highly secure, decentralized applications and conduct trusted in-app transactions.Key FeaturesGet to grips with the underlying technical principles and implementations of blockchainBuild powerful applications using Ethereum to secure transactions and create smart contractsExplore cryptography, mine cryptocurrencies, and solve ... Read more

$36.99 USD or Free with Kobo Plus

Learn about cryptography and cryptocurrencies, so you can build highly secure, decentralized applications and conduct trusted in-app transactions.Key FeaturesGet to grips with the underlying technical principles and implementations of blockchainBuild powerful applications using Ethereum to secure transactions and create smart contractsExplore cryptography, mine cryptocurrencies, and solve
... Read more
The Cloud Data Lake

A Guide to Building Robust Cloud Data Architecture

by Rukmani Gopalan ...

More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book provides a concise yet comprehensive overview on the ... Read more

$41.99 USD

More organizations than ever understand the importance of data lake architectures for deriving value from their data. Building a robust, scalable, and performant data lake remains a complex proposition, however, with a buffet of tools and options that need to work together to provide a seamless end-to-end pipeline from data to insights.This book provides a concise yet comprehensive overview on the
... Read more
Python 3 Text Processing with NLTK 3 Cookbook

by Jacob Perkins ...

This book is intended for Python programmers interested in learning how to do natural language processing. Maybe you've learned the limits of regular expressions the hard way, or you've realized that human language cannot be deterministically parsed like a computer language. Perhaps you have more text than you know what to do with, and need automated ways to analyze and structure that text. This ... Read more

$26.99 USD or Free with Kobo Plus

This book is intended for Python programmers interested in learning how to do natural language processing. Maybe you've learned the limits of regular expressions the hard way, or you've realized that human language cannot be deterministically parsed like a computer language. Perhaps you have more text than you know what to do with, and need automated ways to analyze and structure that text. This
... Read more
Machine Learning for Email

Spam Filtering and Priority Inbox

by Drew Conway, John Myles White ...

If you’re an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You’ll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion, using a case-study driven approach rather than a traditional ... Read more

$11.99 USD

If you’re an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You’ll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion, using a case-study driven approach rather than a traditional
... Read more
Machine Learning for Beginners: An Introduction for Beginners, Why Machine Learning Matters Today and How Machine Learning Networks, Algorithms, Concepts and Neural Networks Really Work

by Steven Cooper ...

If you are looking for a complete beginners guide to learn machine learning with examples, in just a few hours, then you need to continue reading.Machine learning is an incredibly dense topic. It's hard to imagine condensing it into an easily readable and digestible format. However, this book aims to do exactly that.★★ Grab your copy today and learn ★★♦ The different types of learning algorithm ... Read more

$2.99 USD or Free with Kobo Plus

If you are looking for a complete beginners guide to learn machine learning with examples, in just a few hours, then you need to continue reading.Machine learning is an incredibly dense topic. It's hard to imagine condensing it into an easily readable and digestible format. However, this book aims to do exactly that.★★ Grab your copy today and learn ★★♦ The different types of learning algorithm
... Read more
Intelligent Workloads at the Edge

Deliver cyber-physical outcomes with data and machine learning using AWS IoT Greengrass

by Indraneel Mitra, Ryan Burke ...

Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key Features • Accelerate your next edge-focused product development with the power of AWS IoT Greengrass • Develop proficiency in architecting resilient solutions for the edge with proven best practices • Harness the ... Read more

$35.99 USD or Free with Kobo Plus

Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key Features • Accelerate your next edge-focused product development with the power of AWS IoT Greengrass • Develop proficiency in architecting resilient solutions for the edge with proven best practices • Harness the
... Read more
MongoDB: The Definitive Guide

Powerful and Scalable Data Storage

by Shannon Bradshaw, Eoin Brazil, Kristina Chodorow ...

Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil, ... Read more

$41.99 USD

Manage your data with a system designed to support modern application development. Updated for MongoDB 4.2, the third edition of this authoritative and accessible guide shows you the advantages of using document-oriented databases. You’ll learn how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.Authors Shannon Bradshaw, Eoin Brazil,
... Read more
The AI Ultimatum

Preparing for a World of Intelligent Machines and Radical Transformation

by Steve Brown, Paul Hill ...

Most business leaders know they must embrace AI, but are they asking the right questions? The step from "Should we deploy AI" to "How do we do it" is not far enough. Like digital transformation, AI transformation will be an ongoing, multi-year process that fundamentally reshapes every aspect of business and society. The AI Ultimatum provides business leaders with critical thinking frameworks and ... Read more

$14.99 USD

Most business leaders know they must embrace AI, but are they asking the right questions? The step from "Should we deploy AI" to "How do we do it" is not far enough. Like digital transformation, AI transformation will be an ongoing, multi-year process that fundamentally reshapes every aspect of business and society. The AI Ultimatum provides business leaders with critical thinking frameworks and
... Read more
Pandas Cookbook

Recipes for Scientific Computing, Time Series Analysis and Data Visualization using Python

by Theodore Petrou, Kuntal Ganguly ...

Publisher s Note: A new second edition, updated completely for pandas 1.x with additional chapters, has now been published. This edition from 2017 is outdated and is based on pandas 0.20. Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysisKey FeaturesUse the power of pandas 0.20 to solve most complex scientific computing problems with ... Read more

$41.99 USD or Free with Kobo Plus

Publisher s Note: A new second edition, updated completely for pandas 1.x with additional chapters, has now been published. This edition from 2017 is outdated and is based on pandas 0.20. Over 95 hands-on recipes to leverage the power of pandas for efficient scientific computation and data analysisKey FeaturesUse the power of pandas 0.20 to solve most complex scientific computing problems with
... Read more
Microsoft Access

Database Creation and Management through Microsoft Access

by Steven Bright ...

This Microsoft Access manual will help you to learn how to use Microsoft Access to create and manage relational database.It also contains Microsoft Access multiple choice question and answers that will be of great help to you. These are what you will learn:*Database Terminologies*Relationships in Relational Database*Database Application Areas*Starting and Exiting Microsoft Access*Microsoft Access ... Read more

$2.99 USD or Free with Kobo Plus

This Microsoft Access manual will help you to learn how to use Microsoft Access to create and manage relational database.It also contains Microsoft Access multiple choice question and answers that will be of great help to you. These are what you will learn:*Database Terminologies*Relationships in Relational Database*Database Application Areas*Starting and Exiting Microsoft Access*Microsoft Access
... Read more
Akamai State of the Internet / Connectivity Report

Q3 2016

by Akamai Technologies ...

Akamai’s globally distributed Intelligent Platform™ allows us to gather massive amounts of data on many metrics including Internet connection speeds, network connectivity/availability issues, and IPv6 adoption progress as well as traffic patterns across leading web properties and digital media providers. Each quarter, Akamai publishes the State of the Internet Report based on this data.This ... Read more

Free

Akamai’s globally distributed Intelligent Platform™ allows us to gather massive amounts of data on many metrics including Internet connection speeds, network connectivity/availability issues, and IPv6 adoption progress as well as traffic patterns across leading web properties and digital media providers. Each quarter, Akamai publishes the State of the Internet Report based on this data.This
... Read more
Analyzing Business Data with Excel

Forecasting, Statistics, and Data Management

by Gerald Knight ...

As one of the most widely used desktop applications ever created, Excel is familiar to just about everyone with a computer and a keyboard. Yet most of us don't know the full extent of what Excel can do, mostly because of its recent growth in power, versatility, and complexity. The truth is that there are many ways Excel can help make your job easier-beyond calculating sums and averages in a ... Read more

$23.99 USD

As one of the most widely used desktop applications ever created, Excel is familiar to just about everyone with a computer and a keyboard. Yet most of us don't know the full extent of what Excel can do, mostly because of its recent growth in power, versatility, and complexity. The truth is that there are many ways Excel can help make your job easier-beyond calculating sums and averages in a
... Read more
Making Enterprise Information Management (EIM) Work for Business

A Guide to Understanding Information as an Asset

by John Ladley ...

Making Enterprise Information Management (EIM) Work for Business: A Guide to Understanding Information as an Asset provides a comprehensive discussion of EIM. It endeavors to explain information asset management and place it into a pragmatic, focused, and relevant light. The book is organized into two parts. Part 1 provides the material required to sell, understand, and validate the EIM program. ... Read more

$57.99 USD

Making Enterprise Information Management (EIM) Work for Business: A Guide to Understanding Information as an Asset provides a comprehensive discussion of EIM. It endeavors to explain information asset management and place it into a pragmatic, focused, and relevant light. The book is organized into two parts. Part 1 provides the material required to sell, understand, and validate the EIM program.
... Read more
Mathematica Data Analysis

Learn and explore the fundamentals of data analysis with power of Mathematica

by Sergiy Suchok ...

Learn and explore the fundamentals of data analysis with power of Mathematica Key Features\[\*\] Use the power of Mathematica to analyze data in your applications\[\*\] Discover the capabilities of data classification and pattern recognition offered by Mathematica\[\*\] Use hundreds of algorithms for time series analysis to predict the futureBook DescriptionThere are many algorithms for data ... Read more

$27.99 USD or Free with Kobo Plus

Learn and explore the fundamentals of data analysis with power of Mathematica Key Features\[\*\] Use the power of Mathematica to analyze data in your applications\[\*\] Discover the capabilities of data classification and pattern recognition offered by Mathematica\[\*\] Use hundreds of algorithms for time series analysis to predict the futureBook DescriptionThere are many algorithms for data
... Read more
Learn SQL Database Programming

Query and manipulate databases from popular relational database servers using SQL

by Josephine Bush ...

Learn everything you need to know to build efficient SQL queries using this easy-to-follow beginner's guideKey FeaturesExplore all SQL statements in depth using a variety of examplesGet to grips with database querying, data aggregate, manipulation, and much moreUnderstand how to explore and process data of varying complexity to tell a storyBook DescriptionSQL is a powerful querying language that's ... Read more

$27.99 USD or Free with Kobo Plus

Learn everything you need to know to build efficient SQL queries using this easy-to-follow beginner's guideKey FeaturesExplore all SQL statements in depth using a variety of examplesGet to grips with database querying, data aggregate, manipulation, and much moreUnderstand how to explore and process data of varying complexity to tell a storyBook DescriptionSQL is a powerful querying language that's
... Read more
SQL Cheat Sheet - Quick Reference Guide

by Kaitlyn Chick ...

Series series Learning at a GLANCE
SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage ... Read more

$1.99 USD

SQL Cheat Sheet & Guide, is designed as a quick reference, goto book for the working Microsoft and MySQL user. If you are like me, you like to keep all of your reference material together and not in a hundred internet searches. This QUICK LOOK reference is intended for the working IT professional in real world scenarios without having to find what you are looking for within a sea of webpage
... Read more
Data Science Algorithms in a Week

Top 7 algorithms for scientific computing, data analysis, and machine learning

by David Natingga ...

Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive modelsLearn the basics of the 7 most widely used machine learning algorithms within a weekKnow when and where to apply data science algorithms using this guideBook DescriptionMachine learning applications are highly automated and self ... Read more

$34.99 USD or Free with Kobo Plus

Build a strong foundation of machine learning algorithms in 7 daysKey FeaturesUse Python and its wide array of machine learning libraries to build predictive modelsLearn the basics of the 7 most widely used machine learning algorithms within a weekKnow when and where to apply data science algorithms using this guideBook DescriptionMachine learning applications are highly automated and self
... Read more

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