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Kubeflow for Machine Learning

de Trevor Grant, Holden Karau, Boris Lublinsky, Richard Liu, Ilan Filonenko ...

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with ... Leer más

$30.99 USD

If you're training a machine learning model but aren't sure how to put it into production, this book will get you there. Kubeflow provides a collection of cloud native tools for different stages of a model's lifecycle, from data exploration, feature preparation, and model training to model serving. This guide helps data scientists build production-grade machine learning implementations with
... Leer más
Interactive Visualization and Plotting with Julia

Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

de Diego Javier Zea ...

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language ... Leer más

$35.99 USD o gratis con Kobo Plus

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language
... Leer más
Thoughtful Machine Learning with Python

A Test-Driven Approach

de Matthew Kirk ...

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a ... Leer más

$26.99 USD

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a
... Leer más
Scaling Python with Ray

Adventures in Cloud and Serverless Patterns

de Holden Karau, Boris Lublinsky ...

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software ... Leer más

$41.99 USD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators.In this book, experienced software
... Leer más
Streaming, Sharing, Stealing

Big Data and the Future of Entertainment

de Michael D. Smith, Rahul Telang ...

How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back.“[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.”—The Wall Street Journal ... Leer más

$15.99 USD

How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back.“[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.”—The Wall Street Journal
... Leer más
Algorithms Unlocked

de Thomas H. Cormen ...

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The ... Leer más

$21.99 USD

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The
... Leer más
Data Wrangling with Python

Creating actionable data from raw sources

de Dr. Tirthajyoti Sarkar, Shubhadeep Roychowdhury ...

Simplify your ETL processes with these hands-on data hygiene tips, tricks, and best practices.Key FeaturesFocus on the basics of data wranglingStudy various ways to extract the most out of your data in less timeBoost your learning curve with bonus topics like random data generation and data integrity checksBook DescriptionFor data to be useful and meaningful, it must be curated and refined. Data ... Leer más

$34.99 USD o gratis con Kobo Plus

Simplify your ETL processes with these hands-on data hygiene tips, tricks, and best practices.Key FeaturesFocus on the basics of data wranglingStudy various ways to extract the most out of your data in less timeBoost your learning curve with bonus topics like random data generation and data integrity checksBook DescriptionFor data to be useful and meaningful, it must be curated and refined. Data
... Leer más
Microsoft Power BI Quick Start Guide

The ultimate beginner's guide to data modeling, visualization, digital storytelling, and more

de Devin Knight, Erin Ostrowsky, Mitchell Pearson, Bradley Schacht ...

Bring your data to life with this accessible yet fast-paced introduction to Power BI, now in color. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesLearn faster with practical examples of the latest features of Power BI, including navigator buttons, column-level security, visualizing goals, and moreMigrate your existing Excel and data analysis skills to Power ... Leer más

$28.99 USD o gratis con Kobo Plus

Bring your data to life with this accessible yet fast-paced introduction to Power BI, now in color. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesLearn faster with practical examples of the latest features of Power BI, including navigator buttons, column-level security, visualizing goals, and moreMigrate your existing Excel and data analysis skills to Power
... Leer más
Managing Data Science

Effective strategies to manage data science projects and build a sustainable team

de Kirill Dubovikov ...

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the ... Leer más

$22.99 USD o gratis con Kobo Plus

Understand data science concepts and methodologies to manage and deliver top-notch solutions for your organizationKey FeaturesLearn the basics of data science and explore its possibilities and limitationsManage data science projects and assemble teams effectively even in the most challenging situationsUnderstand management principles and approaches for data science projects to streamline the
... Leer más
Kibana 7 Quick Start Guide

Visualize your Elasticsearch data with ease

de Anurag Srivastava ...

A quick start guide to visualize your Elasticsearch dataKey FeaturesYour hands-on guide to visualizing the Elasticsearch data as well as navigating the Elastic stackWork with different Kibana plugins and create effective machine learning jobs using KibanaBuild effective dashboards and reports without any hassleBook DescriptionThe Elastic Stack is growing rapidly and, day by day, additional tools ... Leer más

$22.99 USD o gratis con Kobo Plus

A quick start guide to visualize your Elasticsearch dataKey FeaturesYour hands-on guide to visualizing the Elasticsearch data as well as navigating the Elastic stackWork with different Kibana plugins and create effective machine learning jobs using KibanaBuild effective dashboards and reports without any hassleBook DescriptionThe Elastic Stack is growing rapidly and, day by day, additional tools
... Leer más
AWS Cloud Practitioner: From Basic to Advanced

de Alex Carvalho ...

In the digital era, cloud computing has become an essential component for businesses and individuals alike. The book "AWS Cloud Practitioner: From Basic to Advanced" delves into the world of Amazon Web Services (AWS) cloud computing, offering a comprehensive guide for beginners looking to advance their skills in this field. This ebook is designed to provide readers with a solid foundation in AWS ... Leer más

$8.88 USD o gratis con Kobo Plus

In the digital era, cloud computing has become an essential component for businesses and individuals alike. The book "AWS Cloud Practitioner: From Basic to Advanced" delves into the world of Amazon Web Services (AWS) cloud computing, offering a comprehensive guide for beginners looking to advance their skills in this field. This ebook is designed to provide readers with a solid foundation in AWS
... Leer más
Effective Business Intelligence with QuickSight

Boost your business IQ with Amazon QuickSight

de Rajesh Nadipalli ...

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business ... Leer más

$37.99 USD o gratis con Kobo Plus

From data to actionable business insights using Amazon QuickSight!Key Features\[\*\] A practical hands-on guide to improving your business with the power of BI and Quicksight\[\*\] Immerse yourself with an end-to-end journey for effective analytics using QuickSight and related services\[\*\] Packed with real-world examples with Solution Architectures needed for a cloud-powered Business
... Leer más
Learn Bitcoin and Blockchain

Understanding blockchain and Bitcoin architecture to build decentralized applications

de Kirankalyan Kulkarni ...

Get up and running with the fundamentals of Bitcoin and blockchainKey FeaturesLearn quick, effective, and easy ways to master blockchain and BitcoinUnderstand the impact of decentralization and discover ways to tackle itExplore the future of Bitcoin and blockchain and implement them in a business networkBook DescriptionBlockchain is a distributed database that enables permanent, transparent, and ... Leer más

$21.99 USD o gratis con Kobo Plus

Get up and running with the fundamentals of Bitcoin and blockchainKey FeaturesLearn quick, effective, and easy ways to master blockchain and BitcoinUnderstand the impact of decentralization and discover ways to tackle itExplore the future of Bitcoin and blockchain and implement them in a business networkBook DescriptionBlockchain is a distributed database that enables permanent, transparent, and
... Leer más
Mastering MongoDB 3.x

An expert's guide to building fault-tolerant MongoDB applications

de Alex Giamas ...

An expert\\'s guide to build fault tolerant MongoDB applicationKey Features\[\*\] 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 ... Leer más

$27.99 USD o gratis con Kobo Plus

An expert\\'s guide to build fault tolerant MongoDB applicationKey Features\[\*\] 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
... Leer más
Joe Celko's Complete Guide to NoSQL

What Every SQL Professional Needs to Know about Non-Relational Databases

de Joe Celko ...

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get ... Leer más

$40.99 USD

Joe Celko's Complete Guide to NoSQL provides a complete overview of non-relational technologies so that you can become more nimble to meet the needs of your organization. As data continues to explode and grow more complex, SQL is becoming less useful for querying data and extracting meaning. In this new world of bigger and faster data, you will need to leverage non-relational technologies to get
... Leer más
Learning Informatica PowerCenter 10.x

Enterprise data warehousing and intelligent data centers for efficient data management solutions

de Rahul Malewar ...

Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutionsKey Features\[\*\]Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical approach.\[\*\] An ideal guide to building the necessary skills and competencies to become an expert Informatica PowerCenter developer.\[\*\] A ... Leer más

$41.99 USD o gratis con Kobo Plus

Harness the power and simplicity of Informatica PowerCenter 10.x to build and manage efficient data management solutionsKey Features\[\*\]Master PowerCenter 10.x components to create, execute, monitor, and schedule ETL processes with a practical approach.\[\*\] An ideal guide to building the necessary skills and competencies to become an expert Informatica PowerCenter developer.\[\*\] A
... Leer más
The Case for the Chief Data Officer

Recasting the C-Suite to Leverage Your Most Valuable Asset

de Peter Aiken, Michael M. Gorman ...

Data are an organization's sole, non-depletable, non-degrading, durable asset. Engineered right, data's value increases over time because the added dimensions of time, geography, and precision. To achieve data's full organizational value, there must be dedicated individual to leverage data as assets - a Chief Data Officer or CDO who's three job pillars are: - Dedication solely to leveraging data ... Leer más

$28.99 USD

Data are an organization's sole, non-depletable, non-degrading, durable asset. Engineered right, data's value increases over time because the added dimensions of time, geography, and precision. To achieve data's full organizational value, there must be dedicated individual to leverage data as assets - a Chief Data Officer or CDO who's three job pillars are: - Dedication solely to leveraging data
... Leer más
Building the New Economy

Data as Capital

de Alex Pentland, Alexander Lipton, Thomas Hardjono ...

How to empower people and communities with user-centric data ownership, transparent and accountable algorithms, and secure digital transaction systems.Data is now central to the economy, government, and health systems—so why are data and the AI systems that interpret the data in the hands of so few people? Building the New Economy calls for us to reinvent the ways that data and artificial ... Leer más

$25.99 USD

How to empower people and communities with user-centric data ownership, transparent and accountable algorithms, and secure digital transaction systems.Data is now central to the economy, government, and health systems—so why are data and the AI systems that interpret the data in the hands of so few people? Building the New Economy calls for us to reinvent the ways that data and artificial
... Leer más
Python Business Intelligence Cookbook

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions

de Robert Dempsey ...

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions.Key Features\[\*\]Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide.\[\*\]Learn to apply Python for business intelligence tasks—preparing, ... Leer más

$34.99 USD o gratis con Kobo Plus

Leverage the computational power of Python with more than 60 recipes that arm you with the required skills to make informed business decisions.Key Features\[\*\]Want to minimize risk and optimize profits of your business? Learn to create efficient analytical reports with ease using this highly practical, easy-to-follow guide.\[\*\]Learn to apply Python for business intelligence tasks—preparing,
... Leer más
Algorithms For Dummies

de John Paul Mueller, Luca Massaron ...

Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can ... Leer más

$19.00 USD

Your secret weapon to understanding—and using!—one of the most powerful influences in the world todayFrom your Facebook News Feed to your most recent insurance premiums—even making toast!—algorithms play a role in virtually everything that happens in modern society and in your personal life. And while they can seem complicated from a distance, the reality is that, with a little help, anyone can
... Leer más
Data Contracts

Developing Production-Grade Pipelines at Scale

de 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 ... Leer más

$48.99 USD

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
... Leer más
Statistics for Data Science

Leverage the power of statistics for Data Analysis, Classification, Regression, Machine Learning, and Neural Networks

de James D. Miller, James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, Vijayakumar Ramdoss ...

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R ... Leer más

$34.99 USD o gratis con Kobo Plus

Get your statistics basics right before diving into the world of data science Key FeaturesNo need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs;Implement statistics in data science tasks such as data cleaning, mining, and analysisLearn all about probability, statistics, numerical computations, and more with the help of R
... Leer más
Consul: Up and Running

Service Mesh for Any Runtime or Cloud

de Luke Kysow ...

With the advent of microservices, Kubernetes, public cloud, and hybrid computing, site reliability and DevOps engineers are facing more complexity than ever before. Service mesh is an exciting new technology that promises to help tackle this complexity. A service mesh provides you with a unified control plane to manage application networking across these distinct platforms.With this definitive ... Leer más

$41.99 USD

With the advent of microservices, Kubernetes, public cloud, and hybrid computing, site reliability and DevOps engineers are facing more complexity than ever before. Service mesh is an exciting new technology that promises to help tackle this complexity. A service mesh provides you with a unified control plane to manage application networking across these distinct platforms.With this definitive
... Leer más
Jupyter for Data Science

Exploratory analysis, statistical modeling, machine learning, and data visualization with Jupyter

de Toomey ...

Your one-stop guide to building an efficient data science pipeline using JupyterKey Features\[\*\]Get the most out of your Jupyter notebook to complete the trickiest of tasks in Data Science\[\*\]Learn all the tasks in the data science pipeline—from data acquisition to visualization—and implement them using Jupyter\[\*\]Get ahead of the curve by mastering all the applications of Jupyter for data ... Leer más

$34.99 USD o gratis con Kobo Plus

Your one-stop guide to building an efficient data science pipeline using JupyterKey Features\[\*\]Get the most out of your Jupyter notebook to complete the trickiest of tasks in Data Science\[\*\]Learn all the tasks in the data science pipeline—from data acquisition to visualization—and implement them using Jupyter\[\*\]Get ahead of the curve by mastering all the applications of Jupyter for data
... Leer más

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