Pragmatic AI PDF Download

Author: Noah Gift
Publisher: Addison-Wesley Professional
ISBN: 0134863917
Category : Computers
Languages : en
Pages : 720

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Book Description
Master Powerful Off-the-Shelf Business Solutions for AI and Machine Learning Pragmatic AI will help you solve real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Noah Gift demystifies all the concepts and tools you need to get results—even if you don’t have a strong background in math or data science. Gift illuminates powerful off-the-shelf cloud offerings from Amazon, Google, and Microsoft, and demonstrates proven techniques using the Python data science ecosystem. His workflows and examples help you streamline and simplify every step, from deployment to production, and build exceptionally scalable solutions. As you learn how machine language (ML) solutions work, you’ll gain a more intuitive understanding of what you can achieve with them and how to maximize their value. Building on these fundamentals, you’ll walk step-by-step through building cloud-based AI/ML applications to address realistic issues in sports marketing, project management, product pricing, real estate, and beyond. Whether you’re a business professional, decision-maker, student, or programmer, Gift’s expert guidance and wide-ranging case studies will prepare you to solve data science problems in virtually any environment. Get and configure all the tools you’ll need Quickly review all the Python you need to start building machine learning applications Master the AI and ML toolchain and project lifecycle Work with Python data science tools such as IPython, Pandas, Numpy, Juypter Notebook, and Sklearn Incorporate a pragmatic feedback loop that continually improves the efficiency of your workflows and systems Develop cloud AI solutions with Google Cloud Platform, including TPU, Colaboratory, and Datalab services Define Amazon Web Services cloud AI workflows, including spot instances, code pipelines, boto, and more Work with Microsoft Azure AI APIs Walk through building six real-world AI applications, from start to finish Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Author: Oleg Skrynnik
Publisher: Van Haren
ISBN: 9401803927
Category : Architecture
Languages : en
Pages : 150

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Book Description
Besides the DevOps Foundation Courseware - English (ISBN: 9789401803595) publication you are advised to obtain the publication DevOps - A Business Perspective (ISBN: 978 940 180 372 4). DevOps enables organizations to decrease time to market for new releases, software, or services by encouraging a collaborative approach from development and operations teams. The adoption of DevOps creates an environment where productivity is increased through the automation of processes around infrastructure and workflows. DevOps as a phenomenon associated with new automation tools, programming techniques or technologies; It differs from other books by the structural nature of the narrative (perhaps, excessively structured) approach and by the attempt to cover fully the phenomenon of DevOps at a basic, fundamental level.

Author: Adam Book
Publisher: Packt Publishing Ltd
ISBN: 1801071519
Category : Computers
Languages : en
Pages : 638

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Book Description
Explore the ins and outs of becoming an AWS certified DevOps professional engineer with the help of easy-to-follow practical examples and detailed explanations Key FeaturesDiscover how to implement and manage continuous delivery systems and methodologies on AWSExplore real-world scenarios and hands-on examples that will prepare you to take the DOP-C01 exam with confidenceLearn from enterprise DevOps scenarios to prepare fully for the AWS certification examBook Description The AWS Certified DevOps Engineer certification is one of the highest AWS credentials, vastly recognized in cloud computing or software development industries. This book is an extensive guide to helping you strengthen your DevOps skills as you work with your AWS workloads on a day-to-day basis. You'll begin by learning how to create and deploy a workload using the AWS code suite of tools, and then move on to adding monitoring and fault tolerance to your workload. You'll explore enterprise scenarios that'll help you to understand various AWS tools and services. This book is packed with detailed explanations of essential concepts to help you get to grips with the domains needed to pass the DevOps professional exam. As you advance, you'll delve into AWS with the help of hands-on examples and practice questions to gain a holistic understanding of the services covered in the AWS DevOps professional exam. Throughout the book, you'll find real-world scenarios that you can easily incorporate in your daily activities when working with AWS, making you a valuable asset for any organization. By the end of this AWS certification book, you'll have gained the knowledge needed to pass the AWS Certified DevOps Engineer exam, and be able to implement different techniques for delivering each service in real-world scenarios. What you will learnAutomate your pipelines, build phases, and deployments with AWS-native toolingDiscover how to implement logging and monitoring using AWS-native toolingGain a solid understanding of the services included in the AWS DevOps Professional examReinforce security practices on the AWS platform from an exam point of viewFind out how to automatically enforce standards and policies in AWS environmentsExplore AWS best practices and anti-patternsEnhance your core AWS skills with the help of exercises and practice testsWho this book is for This book is for AWS developers and SysOps administrators looking to advance their careers by achieving the highly sought-after DevOps Professional certification. Basic knowledge of AWS as well as its core services (EC2, S3, and RDS) is needed. Familiarity with DevOps concepts such as source control, monitoring, and logging, not necessarily in the AWS context, will be helpful.

Author: Helen Morris
Publisher: Van Haren
ISBN: 9401803862
Category : Architecture
Languages : en
Pages : 274

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Book Description
Besides the VeriSMTM Professional Courseware (ISBN: 9789401830847) publication you are advised to obtain the publication VeriSMTM - A service management approach for the digital age (ISBN: 9789401802406). Service management has never been so important, as all organizations are either receiving or providing services to and from others. As digitization has spread through our organizations and culture, IT has become a vital part of our workplace. VeriSMTM provides guidance on how to manage the variety of service management approaches which have now become common practice. Often organizations do not know how to combine these approaches, or if they should adopt one or another in preference. VeriSMTM allows an organization to understand how to make the best use of all of its approaches. The courseware is designed to support your learning about the VeriSMTM concepts, and to be a guide to your understanding of service management and its use across the whole organization.

Author: Alejandro Pestchanker
Publisher: Van Haren
ISBN: 9401803641
Category : Architecture
Languages : en
Pages : 198

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Book Description
Besides the DevOps Master Courseware (ISBN: 978 94 018 313 7) publication you are advised to obtain the publication The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations (ISBN: 978 19 427 8800 3). The word DevOps is a contraction of ‘Development’ and ‘Operations’. DevOps is a set of best practices that emphasize the collaboration and communication of IT-professionals (developers, operators, and support staff) in the lifecycle of applications and services, leading to: • Continuous Integration: merging all developed working copies to a shared mainline severBesides the DevOps Master Courseware (ISBN: 978 94 018 362 5) publication you are advised to obtain the publication The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations (ISBN: 978 19 427 8800 3). The word DevOps is a contraction of ‘Development’ and ‘Operations’. DevOps is a set of best practices that emphasize the collaboration and communication of IT-professionals (developers, operators, and support staff) in the lifecycle of applications and services, leading to: • Continuous Integration: merging all developed working copies to a shared mainline several times a day • Continuous Deployment: release continuously or as often as possible • Continuous Feedback: seek feedback from stakeholders during all lifecycle stages The DevOps practices covered in this certification are derived from the Three Ways: - The First Way is to enable the work to move fast from left to right, from Development to Operations to the customer. - The Second Way is to enable feedback to go fast from right to left, from all stakeholders back into the value stream. - The Third Way is to enable learning by creating a high-trust culture of experimentation and risk-taking. Moreover, the crucial subjects of security in all stages, and maintaining compliance during change are covered. The certification has been developed in cooperation with experts in the DevOps work field. Recommended per knowledge: Pre-knowledge of Agile, Lean and/or IT Service Management, for instance through the EXIN Agile Scrum Foundation exam, LITA Lean IT Foundation exam or EXIN IT Service Management Foundation based on ISO/IEC 20000 exam, is recommended. al times a day • Continuous Deployment: release continuously or as often as possible • Continuous Feedback: seek feedback from stakeholders during all lifecycle stages The DevOps practices covered in this certification are derived from the Three Ways: - The First Way is to enable the work to move fast from left to right, from Development to Operations to the customer. - The Second Way is to enable feedback to go fast from right to left, from all stakeholders back into the value stream. - The Third Way is to enable learning by creating a high-trust culture of experimentation and risk-taking. Moreover, the crucial subjects of security in all stages, and maintaining compliance during change are covered. The certification has been developed in cooperation with experts in the DevOps work field. Recommended per knowledge: Pre-knowledge of Agile, Lean and/or IT Service Management, for instance through the EXIN Agile Scrum Foundation exam, LITA Lean IT Foundation exam or EXIN IT Service Management Foundation based on ISO/IEC 20000 exam, is recommended.

Author: Rob Flier
Publisher: Van Haren
ISBN: 9401810257
Category : Architecture
Languages : en
Pages : 108

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Book Description
With the arrival of Agile, DevOps and Scrum, Test automation can no longer be ignored as a means of testing faster and better. Where manual software testing used to be the basis for the test professional, this is shifting. Automated testing is of such importance and should be seen as a fundamental skill of every testing professional. This course gives you an overview of the most important developments in the field of test automation. You will learn what the most important varieties are in tools and why you should choose for a certain tool. You will also gain insight into the advantages and disadvantages of test automation. Finally, you will receive demos of various tools and you will work with them yourself by doing exercises. After completing this course you will be able to categorize the extensive amount of tools and you can start using one of the chosen tools. To ensure organizations that professionals have the right fundamental Test automation knowledge, the CTAP certification has been introduced. This certification guarantees test professionals who are attending this training and after completing the exam, they will receive the CTAP certificate.

Author: Van Haren Learning Solutions a.o.
Publisher: Van Haren
ISBN: 9401805652
Category : Architecture
Languages : en
Pages : 281

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Book Description
ITIL® 4 Managing Professional Courseware ITIL 4 Managing Professional (ITIL MP) consists of four modules and is the next level of ITIL 4 to be released after ITIL 4 Foundation. ITIL MP targets IT practitioners working within technology and digital teams across businesses. The Managing Professional (MP) stream provides practical and technical knowledge about how to run successful IT-enabled services, teams and workflows. The Managing Professional Transition module is designed to allow ITIL v3 candidates to easily transition to ITIL 4. They can get the ITIL 4 Managing Professional designation through one course and one exam. The material includes; • Updated glossaries with highlighted changes for ‘Create, Deliver & Support’, ‘Drive Stakeholder Value’ and ‘Direct, Plan & Improve’ • New diagram packs with annotations for ‘Create, Deliver & Support’, ‘Drive Stakeholder Value’ and ‘Direct, Plan & Improve’ • Updated syllabi with highlighted changes for ‘Create, Deliver & Support’, ‘Drive Stakeholder Value’ and ‘Direct, Plan & Improve’ • The ‘High Velocity IT’ manuscript, syllabus, glossary and diagram pack remain unchanged • Practices Overviews and the product brochure remain unchanged • An up-to-date Quick Reference Guide with all the information you need • Updated Core Manuscripts, for ‘Create, Deliver & Support’, ‘Drive Stakeholder Value’ and ‘Direct, Plan & Improve’ • While the changes are quite large, they have been made for streamlining or refinement only • There have been no changes to the examinable content or the key concepts ITIL® is a registered trade mark of AXELOS Limited, used under permission of AXELOS Limited. All rights reserved. This product is only for courseware partners, affiliates or designated students.

Author: Aaron Maxwell
Publisher: "O'Reilly Media, Inc."
ISBN: 1098175662
Category : Computers
Languages : en
Pages : 197

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Book Description
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 focuses on the Python first principles that act to accelerate everything else: the 5% of programming knowledge that makes the remaining 95% fall like dominos. It's also this knowledge that helps you become an exceptional Python programmer, fast. Learn how to think like a Pythonista: explore advanced Pythonic thinking Create lists, dicts, and other data structures using a high-level, readable, and maintainable syntax Explore higher-order function abstractions that form the basis of Python libraries Examine Python's metaprogramming tool for priceless patterns of code reuse Master Python's error model and learn how to leverage it in your own code Learn the more potent and advanced tools of Python's object system Take a deep dive into Python's automated testing and TDD Learn how Python logging helps you troubleshoot and debug more quickly

Author: Gene Kim
Publisher: IT Revolution
ISBN: 194278807X
Category : Business & Economics
Languages : en
Pages : 467

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Book Description
Increase profitability, elevate work culture, and exceed productivity goals through DevOps practices. More than ever, the effective management of technology is critical for business competitiveness. For decades, technology leaders have struggled to balance agility, reliability, and security. The consequences of failure have never been greater―whether it's the healthcare.gov debacle, cardholder data breaches, or missing the boat with Big Data in the cloud. And yet, high performers using DevOps principles, such as Google, Amazon, Facebook, Etsy, and Netflix, are routinely and reliably deploying code into production hundreds, or even thousands, of times per day. Following in the footsteps of The Phoenix Project, The DevOps Handbook shows leaders how to replicate these incredible outcomes, by showing how to integrate Product Management, Development, QA, IT Operations, and Information Security to elevate your company and win in the marketplace.

Author: Claire Agutter
Publisher: Van Haren
ISBN: 9401803714
Category : Architecture
Languages : en
Pages : 530

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Book Description
VeriSM: Unwrapped and Applied, the second volume within the VeriSM series, extends the information in the first volume VeriSM: A Service Management Approach for the Digital Age. It shows how VeriSM applies to the digitally transforming organization. This includes information around what digital transformation is, approaches to digital transformation and its implications for the entire organization, especially the people. The book explains how to use the VeriSM model, describing the steps to develop, maintain and use the Management Mesh to deliver a new or changed product or service. Within this content, a case study is used to illustrate how to apply the model for each stage and to show the expected outcomes. Implications for the entire organization are stressed throughout the entire volume, reinforcing the concepts of enterprise strategy tying together the organizational capabilities to produce consumer-focused products and services. The second part of the book also includes a wealth of case studies, stories and interviews from organizations and individuals who have a digital transformation journey to share. VeriSM early adopters from around the world provide more information about how they are applying the guidance.