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Designing Deep Learning Systems

A software engineer's guide

by Chi Wang, Donald Szeto ...

A vital guide to building the platforms and systems that bring deep learning models to production.In Designing Deep Learning Systems you will learn how to:Transfer your software development skills to deep learning systemsRecognize and solve common engineering challenges for deep learning systemsUnderstand the deep learning development cycleAutomate training for models in TensorFlow and ... Read more

£31.99

A vital guide to building the platforms and systems that bring deep learning models to production.In Designing Deep Learning Systems you will learn how to:Transfer your software development skills to deep learning systemsRecognize and solve common engineering challenges for deep learning systemsUnderstand the deep learning development cycleAutomate training for models in TensorFlow and
... Read more
R Packages

Organize, Test, Document, and Share Your Code

by Hadley Wickham, Jennifer Bryan ...

Turn your R code into packages that others can easily install and use. With this fully updated edition, developers and data scientists will learn how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used by the team that maintains the "tidyverse" suite of packages. In the process, you'll learn how to automate common development ... Read more

£34.09

Turn your R code into packages that others can easily install and use. With this fully updated edition, developers and data scientists will learn how to bundle reusable R functions, sample data, and documentation together by applying the package development philosophy used by the team that maintains the "tidyverse" suite of packages. In the process, you'll learn how to automate common development
... Read more
Machine Learning spiegato in modo facile

Guida illustrata per programmatori curiosi

by Luis G. Serrano ...

Il machine learning permette di insegnare ai computer come analizzare grandi quantità di dati, apprendere in autonomia e generare conoscenza. Gli algoritmi di machine learning sono quindi fondamentali per i sistemi di raccomandazione, i software di riconoscimento di visi e immagini, gli assistenti vocali, le auto a guida autonoma e in generale tutte le applicazioni che utilizzano intelligenze ... Read more

£29.99

Il machine learning permette di insegnare ai computer come analizzare grandi quantità di dati, apprendere in autonomia e generare conoscenza. Gli algoritmi di machine learning sono quindi fondamentali per i sistemi di raccomandazione, i software di riconoscimento di visi e immagini, gli assistenti vocali, le auto a guida autonoma e in generale tutte le applicazioni che utilizzano intelligenze
... Read more
Learn PostgreSQL

Use, manage, and build secure and scalable databases with PostgreSQL 18 or higher

by Luca Ferrari, Enrico Pirozzi ...

All you need to know about using PostgreSQL efficiently and reliably.Key FeaturesLearn the fundamentals of PostgreSQL, advanced statements, user management, database monitoring, replication, and securityEnhance your learning journey with the provided Docker images for practical hands-on exercisesManage large databases with advanced techniques like partitioning to optimize your databasesPurchase of ... Read more

£25.99

PRE-ORDER

All you need to know about using PostgreSQL efficiently and reliably.Key FeaturesLearn the fundamentals of PostgreSQL, advanced statements, user management, database monitoring, replication, and securityEnhance your learning journey with the provided Docker images for practical hands-on exercisesManage large databases with advanced techniques like partitioning to optimize your databasesPurchase of
... Read more
Python Social Media Analytics

Analyze and visualize data from Twitter, YouTube, GitHub, and more

by Michal Krystyanczuk, Siddhartha Chatterjee ...

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook ... Read more

£33.59 or Free with Kobo Plus

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook
... Read more
Learning Alteryx

A beginner's guide to using Alteryx for self-service analytics and business intelligence

by Renato Baruti ...

Implement your Business Intelligence solutions without any coding - by leveraging the power of the Alteryx platformKey FeaturesExperience the power of codeless analytics using Alteryx, a leading Business Intelligence toolUncover hidden trends and valuable insights from your data across different sources and make accurate predictionsIncludes real-world examples to put your understanding of the ... Read more

£29.79 or Free with Kobo Plus

Implement your Business Intelligence solutions without any coding - by leveraging the power of the Alteryx platformKey FeaturesExperience the power of codeless analytics using Alteryx, a leading Business Intelligence toolUncover hidden trends and valuable insights from your data across different sources and make accurate predictionsIncludes real-world examples to put your understanding of the
... Read more
Using Microsoft Excel for Social Research

by Charlotte Brookfield ...

Full of practical advice and real-world examples, this step-by-step guide offers you an accessible introduction to doing quantitative social research using Microsoft Excel. ... Read more

£35.59

Full of practical advice and real-world examples, this step-by-step guide offers you an accessible introduction to doing quantitative social research using Microsoft Excel.
... Read more
Data Contracts

Developing Production-Grade Pipelines at Scale

by Chad Sanderson, Mark Freeman, B. E. Schmidt ...

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well ... Read more

£45.29

Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well
... Read more
Python Polars: The Definitive Guide

Transforming, Analyzing, and Visualizing Data with a Fast and Expressive DataFrame API

by Jeroen Janssens, Thijs Nieuwdorp ...

Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more.Whether you're a seasoned data professional or new to data science, you'll ... Read more

£45.29

Unlock the power of Polars, a Python package for transforming, analyzing, and visualizing data. In this hands-on guide, Jeroen Janssens and Thijs Nieuwdorp walk you through every feature of Polars, showing you how to use it for real-world tasks like data wrangling, exploratory data analysis, building pipelines, and more.Whether you're a seasoned data professional or new to data science, you'll
... Read more
Why Data Science Projects Fail

The Harsh Realities of Implementing AI and Analytics, without the Hype

by Douglas Gray, Evan Shellshear ...

Series series Chapman & Hall/CRC Data Science Series
The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts ... Read more

£40.99

The field of artificial intelligence, data science, and analytics is crippling itself. Exaggerated promises of unrealistic technologies, simplifications of complex projects, and marketing hype are leading to an erosion of trust in one of our most critical approaches to making decisions: data driven.This book aims to fix this by countering the AI hype with a dose of realism. Written by two experts
... Read more
DAX Cookbook

Over 120 recipes to enhance your business with analytics, reporting, and business intelligence

by Greg Deckler ...

Solve real-world business problems by learning how to create common industry key performance indicators and other calculations using DAX within Microsoft products such as Power BI, SQL Server, and Excel.Key FeaturesLearn to write sophisticated DAX queries to solve business intelligence and data analytics challengesHandle performance issues and optimization within the data model, DAX calculations ... Read more

£29.79 or Free with Kobo Plus

Solve real-world business problems by learning how to create common industry key performance indicators and other calculations using DAX within Microsoft products such as Power BI, SQL Server, and Excel.Key FeaturesLearn to write sophisticated DAX queries to solve business intelligence and data analytics challengesHandle performance issues and optimization within the data model, DAX calculations
... Read more
Semantic Modeling for Data

by Panos Alexopoulos ...

What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics.In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an eye-opening journey through semantic data modeling as applied ... Read more

£45.29

What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics.In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an eye-opening journey through semantic data modeling as applied
... Read more
Mastering Kafka Streams and ksqlDB

by Mitch Seymour ...

Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide shows data engineers how to use these tools to build highly scalable stream processing applications for moving, enriching, and transforming large amounts of data in real time.Mitch Seymour, data ... Read more

£34.09

Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide shows data engineers how to use these tools to build highly scalable stream processing applications for moving, enriching, and transforming large amounts of data in real time.Mitch Seymour, data
... Read more
Data Science-Based Full-Lifespan Management of Lithium-Ion Battery

Manufacturing, Operation and Reutilization

by Kailong Liu, Yujie Wang, Xin Lai ...

Series series Engineering (R0)
This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization ... Read more

Free

This open access book comprehensively consolidates studies in the rapidly emerging field of battery management. The primary focus is to overview the new and emerging data science technologies for full-lifespan management of Li-ion batteries, which are categorized into three groups, namely (i) battery manufacturing management, (ii) battery operation management, and (iii) battery reutilization
... Read more
Good Data

An Optimist's Guide to Our Digital Future

by Sam Gilbert ...

AN FT BUSINESS BOOK OF THE MONTHThe book that will make you rethink everything you thought you knew about data, privacy and the future of Big Tech.'We are currently living in a moment of extreme pessimism about data. This book will change your mind.'Almost everything we do generates data.Digital technology is now so pervasive that it's very hard to escape its influence, and with that growth comes ... Read more

£2.99

AN FT BUSINESS BOOK OF THE MONTHThe book that will make you rethink everything you thought you knew about data, privacy and the future of Big Tech.'We are currently living in a moment of extreme pessimism about data. This book will change your mind.'Almost everything we do generates data.Digital technology is now so pervasive that it's very hard to escape its influence, and with that growth comes
... Read more
Microsoft SharePoint 2013 Disaster Recovery Guide

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013

by Peter Ward ...

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013Key FeaturesDesign, implement, test, and execute solid disaster recovery plans for your SharePoint environment with this essential guideLearn outofthebox backup and restore proceduresImplement a solid disaster recovery strategy for custom development environmentsA quick handson guide to get ... Read more

£29.79 or Free with Kobo Plus

Learn everything you need to know to design and implement a solid disaster recovery plan for SharePoint 2013Key FeaturesDesign, implement, test, and execute solid disaster recovery plans for your SharePoint environment with this essential guideLearn outofthebox backup and restore proceduresImplement a solid disaster recovery strategy for custom development environmentsA quick handson guide to get
... Read more
Advanced Machine Learning with Python

Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python

by John Hearty ...

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective ... Read more

£29.79 or Free with Kobo Plus

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective
... Read more
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

by Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Read more

£29.79 or Free with Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Read more
Causal Inference in Python

Applying Causal Inference in the Tech Industry

by Matheus Facure ...

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the ... Read more

£39.89

How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference.In this book, author Matheus Facure, senior data scientist at Nubank, explains the
... Read more
SQL for Data Analytics

Harness the power of SQL to extract insights from data

by Jun Shan, Matt Goldwasser, Upom Malik, Benjamin Johnston ...

Take your first steps to becoming a fully qualified data analyst by learning how to explore complex datasetsKey FeaturesMaster each concept through practical exercises and activitiesDiscover various statistical techniques to analyze your dataImplement everything you’ve learned on a real-world case study to uncover valuable insightsBook DescriptionEvery day, businesses operate around the clock, and ... Read more

£30.79 or Free with Kobo Plus

Take your first steps to becoming a fully qualified data analyst by learning how to explore complex datasetsKey FeaturesMaster each concept through practical exercises and activitiesDiscover various statistical techniques to analyze your dataImplement everything you’ve learned on a real-world case study to uncover valuable insightsBook DescriptionEvery day, businesses operate around the clock, and
... Read more
Python Natural Language Processing Cookbook

Over 50 recipes to understand, analyze, and generate text for implementing language processing tasks

by Zhenya Antić ...

Get to grips with solving real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualizationKey FeaturesAnalyze varying complexities of text using popular Python packages such as NLTK, spaCy, sklearn, and gensimImplement common and not-so-common linguistic processing tasks using Python librariesOvercome the common challenges faced while ... Read more

£33.59 or Free with Kobo Plus

Get to grips with solving real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualizationKey FeaturesAnalyze varying complexities of text using popular Python packages such as NLTK, spaCy, sklearn, and gensimImplement common and not-so-common linguistic processing tasks using Python librariesOvercome the common challenges faced while
... Read more
R Statistics Cookbook

Over 100 recipes for performing complex statistical operations with R 3.5

by Francisco Juretig ...

Solve real-world statistical problems using the most popular R packages and techniquesKey FeaturesLearn how to apply statistical methods to your everyday research with handy recipesFoster your analytical skills and interpret research across industries and business verticalsPerform t-tests, chi-squared tests, and regression analysis using modern statistical techniquesBook DescriptionR is a popular ... Read more

£16.39 or Free with Kobo Plus

Solve real-world statistical problems using the most popular R packages and techniquesKey FeaturesLearn how to apply statistical methods to your everyday research with handy recipesFoster your analytical skills and interpret research across industries and business verticalsPerform t-tests, chi-squared tests, and regression analysis using modern statistical techniquesBook DescriptionR is a popular
... Read more
Pandas 1.x Cookbook

Practical recipes for scientific computing, time series analysis, and exploratory data analysis using Python

by Theodore Petrou, Matthew Harrison ...

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for ... Read more

£48.99 or Free with Kobo Plus

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for
... Read more
Learn Algorithmic Trading

Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis

by Sebastien Donadio, Sourav Ghosh ...

Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategiesKey FeaturesUnderstand the power of algorithmic trading in financial markets with real-world examplesGet up and running with the algorithms used to carry out algorithmic tradingLearn to build your own algorithmic trading robots which require no human ... Read more

£29.79 or Free with Kobo Plus

Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategiesKey FeaturesUnderstand the power of algorithmic trading in financial markets with real-world examplesGet up and running with the algorithms used to carry out algorithmic tradingLearn to build your own algorithmic trading robots which require no human
... Read more

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