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Programming Machine Learning

From Coding to Deep Learning

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You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool. But where to start? It's easy to be intimidated, even as a software developer. The good news is that it doesn't have to be that hard. Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep ... Read more

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You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool. But where to start? It's easy to be intimidated, even as a software developer. The good news is that it doesn't have to be that hard. Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep
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Transform your professional world with ChatGPT and OpenAI—master prompt design to revolutionize development, marketing, research, and enterprise implementationKey FeaturesTurn ChatGPT into your companion for marketing, research, personal productivity, art and codingLearn prompt engineering techniques that deliver consistent, relevant, and ethical AI-powered resultsBuild custom GPTs and assistants ... Read more

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Transform your professional world with ChatGPT and OpenAI—master prompt design to revolutionize development, marketing, research, and enterprise implementationKey FeaturesTurn ChatGPT into your companion for marketing, research, personal productivity, art and codingLearn prompt engineering techniques that deliver consistent, relevant, and ethical AI-powered resultsBuild custom GPTs and assistants
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Designing Data-Intensive Applications

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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

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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
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With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from ... Read more

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With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from
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Stream Processing with Apache Spark

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Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François ... Read more

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Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François
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Digital Fluency

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Series series Professional and Applied Computing (R0)
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If you are curious about the basics of artificial intelligence, blockchain technology, and quantum computing as key enablers for digital transformation and innovation, Digital Fluency is your handy guide. The real-world applications of these cutting-edge technologies are expanding rapidly, and your daily life will continue to be affected by each of them. There is no better time than now to get
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PowerPoint 2016 For Dummies

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Get up and running with PowerPoint 2016Does using PowerPoint make you want to pull your hair out? PowerPoint 2016 For Dummies takes the pain out of working with PowerPoint, offering plain-English explanations of everything you need to know to get up and running with the latest version of the software. With full-color illustrations and step-by-step instructions, it shows you how to create and edit ... Read more

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PROC SQL

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Introducing MLOps

by Mark Treveil, Nicolas Omont, Clément Stenac, Kenji Lefevre, Du Phan, Joachim Zentici, Adrien Lavoillotte, Makoto Miyazaki, Lynn Heidmann ...

More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.This book introduces the key concepts of MLOps to help data scientists and ... Read more

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Lean Six Sigma in Banking Services

Operational and Strategy Applications for Theory and Practice

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This book explores a range of prospective avenues, models, and operational and strategic approaches to Lean Six Sigma (LSS), a contemporary Continuous Improvement (CI) practice for achieving a quality-based competitive edge in organisations. Lean Six Sigma project case studies from banking organizations help to illustrate the operational dimensions of LSS, while the case-specific and cross-case ... Read more

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Embracing Microservices Design

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Develop microservice-based enterprise applications with expert guidance to avoid failures and technological debt with the help of real-world examplesKey FeaturesImplement the right microservices adoption strategy to transition from monoliths to microservicesExplore real-world use cases that explain anti-patterns and alternative practices in microservices developmentDiscover proven recommendations
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Product Operations is the discipline of helping your Product Management function scale well. Surrounding the team with all of the essential inputs to set strategy, prioritize, and streamline ways of working.Many companies want to reap the benefits of economies of scale that comes with being a product-led company. As our businesses change shape to focus more on software, so do our ways of working. ... Read more

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Product Operations is the discipline of helping your Product Management function scale well. Surrounding the team with all of the essential inputs to set strategy, prioritize, and streamline ways of working.Many companies want to reap the benefits of economies of scale that comes with being a product-led company. As our businesses change shape to focus more on software, so do our ways of working.
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Internal Crowdsourcing in Companies

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Series series Business and Management (R0)
This open access book examines the implications of internal crowdsourcing (IC) in companies. Presenting an employee-oriented, cross-sector reference model for good IC practice, it discusses the core theoretical foundations, and offers guidelines for process-management and blueprints for the implementation of IC. Furthermore, it examines solutions for employee training and competence development ... Read more

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This open access book examines the implications of internal crowdsourcing (IC) in companies. Presenting an employee-oriented, cross-sector reference model for good IC practice, it discusses the core theoretical foundations, and offers guidelines for process-management and blueprints for the implementation of IC. Furthermore, it examines solutions for employee training and competence development
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Designing Machine Learning Systems

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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments ... Read more

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Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments
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Building Microservices

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As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures.Through clear examples and practical ... Read more

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As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures.Through clear examples and practical
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Subject-Oriented Business Process Management

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Series series Computer Science (R0)
Activities performed in organizations are coordinated via communicationbetween the people involved. The sentences used to communicate are naturally structured by subject, verb, and object. The subject describes the actor, the verb the action and the object what is affected by the action. Subject-oriented Business Process Management (S-BPM) as presented in this book is based on this simple ... Read more

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Activities performed in organizations are coordinated via communicationbetween the people involved. The sentences used to communicate are naturally structured by subject, verb, and object. The subject describes the actor, the verb the action and the object what is affected by the action. Subject-oriented Business Process Management (S-BPM) as presented in this book is based on this simple
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Master Your Data with Power Query in Excel and Power BI

Leveraging Power Query to Get & Transform Your Task Flow

by Miguel Escobar, Ken Puls ...

Power Query is the amazing new data cleansing tool in both Excel and Power BI Desktop. Do you find yourself performing the same data cleansing steps day after day? Power Query will make it faster to clean your data the first time. While Power Query is powerful, the interface is subtle—there are tools hiding in plain sight that are easy to miss. Go beyond the obvious and take Power Query to new ... Read more

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Power Query is the amazing new data cleansing tool in both Excel and Power BI Desktop. Do you find yourself performing the same data cleansing steps day after day? Power Query will make it faster to clean your data the first time. While Power Query is powerful, the interface is subtle—there are tools hiding in plain sight that are easy to miss. Go beyond the obvious and take Power Query to new
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Learning OpenTelemetry

Setting Up and Operating a Modern Observability System

by Ted Young, Austin Parker ...

OpenTelemetry is a revolution in observability data. Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to set up, operate, and troubleshoot the OpenTelemetry observability system.Authors ... Read more

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OpenTelemetry is a revolution in observability data. Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to set up, operate, and troubleshoot the OpenTelemetry observability system.Authors
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Quiver, don't Quake

How Creativity Can Embrace AI

by Nadim Sadek ...

The Creative Collaborator: How to Dance with AI Instead of Fear ItIn Quiver, don't Quake, Nadim Sadek shows how to partner with Allied Intelligence to amplify - not replace - your imagination. With a maker's voice and a psychologist's clarity, he reframes AI as a creative collaborator, liberating the creativity of all 8 billion people on Earth.Sadek gives you the tools to dance with it.Frameworks: ... Read more

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The Creative Collaborator: How to Dance with AI Instead of Fear ItIn Quiver, don't Quake, Nadim Sadek shows how to partner with Allied Intelligence to amplify - not replace - your imagination. With a maker's voice and a psychologist's clarity, he reframes AI as a creative collaborator, liberating the creativity of all 8 billion people on Earth.Sadek gives you the tools to dance with it.Frameworks:
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Presto Sketching

The Magic of Simple Drawing for Brilliant Product Thinking and Design

by Ben Crothers ...

Do you feel like your thoughts, ideas, and plans are being suffocated by a constant onslaught of information? Do you want to get those great ideas out of your head, onto the whiteboard and into everyone else’s heads, but find it hard to start? No matter what level of sketching you think you have, Presto Sketching will help you lift your game in visual thinking and visual communication.In this ... Read more

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Do you feel like your thoughts, ideas, and plans are being suffocated by a constant onslaught of information? Do you want to get those great ideas out of your head, onto the whiteboard and into everyone else’s heads, but find it hard to start? No matter what level of sketching you think you have, Presto Sketching will help you lift your game in visual thinking and visual communication.In this
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Automate It with Zapier and Generative AI

Harness the power of no-code workflow automation and AI with Zapier to increase business productivity

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Strategize and create automated business workflows with Zapier, including AI-integrated functionalities such as the ChatGPT plugin and the OpenAI integration, to minimize repetitive tasks without using codeKey FeaturesDiscover the newest Zapier features including OpenAI integration and the ChatGPT pluginExplore expert tips and real-life examples to connect 6000+ business apps and automate tasks ... Read more

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Strategize and create automated business workflows with Zapier, including AI-integrated functionalities such as the ChatGPT plugin and the OpenAI integration, to minimize repetitive tasks without using codeKey FeaturesDiscover the newest Zapier features including OpenAI integration and the ChatGPT pluginExplore expert tips and real-life examples to connect 6000+ business apps and automate tasks
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Recommended For You

Business Software eBooks

Programming Machine Learning

Practical Generative AI with ChatGPT

Designing Data-Intensive Applications

Implementing MLOps in the Enterprise

Stream Processing with Apache Spark

Digital Fluency

PowerPoint 2016 For Dummies

PROC SQL

Introducing MLOps

Lean Six Sigma in Banking Services

Embracing Microservices Design

Outlook 2019 For Dummies

AI Engineering

Tidy First?

Product Operations

Internal Crowdsourcing in Companies

Designing Machine Learning Systems

Building Microservices

Subject-Oriented Business Process Management

Master Your Data with Power Query in Excel and Power BI

Learning OpenTelemetry

Quiver, don't Quake

Presto Sketching

Automate It with Zapier and Generative AI