• 

  Machine Learning Engineering in Action

  Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production. In Machine Learning Engineering in Action, you will learn: Evaluating data science problems to find the most effective solution Scoping a machine learning project for usage expectations and budget Process techniques that minimize wasted effort and speed up production Assessing a project using standardized prototyping work and statistical validation Choosing the right technologies and tools for your project Making your codebase more understandable, maintainable, and testable Automating your troubleshooting and logging practices Ferrying a machine learning project from your data science team to your end users is no easy task. Machine Learning Engineering in Action will help you make it simple. Inside, you'll find fantastic advice from veteran industry expert Ben Wilson, Principal Resident Solutions Architect at Databricks. Ben introduces his personal toolbox of techniques for building deployable and maintainable production machine learning systems. You'll learn the importance of Agile methodologies for fast prototyping and conferring with stakeholders, while developing a new appreciation for the importance of planning. Adopting well-established software development standards will help you deliver better code management, and make it easier to test, scale, and even reuse your machine learning code. Every method is explained in a friendly, peer-to-peer style and illustrated with production-ready source code. About the technology Deliver maximum performance from your models and data. This collection of reproducible techniques will help you build stable data pipelines, efficient application workflows, and maintainable models every time. Based on decades of good software engineering practice, machine learning engineering ensures your ML systems are resilient, adaptable, and perform in production. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the book Machine Learning Engineering in Action teaches you core principles and practices for designing, building, and delivering successful machine learning projects. You'll discover software engineering techniques like conducting experiments on your prototypes and implementing modular design that result in resilient architectures and consistent cross-team communication. Based on the author's extensive experience, every method in this book has been used to solve real-world projects. What's inside Scoping a machine learning project for usage expectations and budget Choosing the right technologies for your design Making your codebase more understandable, maintainable, and testable Automating your troubleshooting and logging practices About the reader For data scientists familiar with supervised machine learning and the basics of object-orientaFor data scientists who know machine learning and the basics of object-oriented programming.ed programming. About the author Ben Wilson is Principal Resident Solutions Architect at Databricks, where he developed the Databricks Labs AutoML project, and is an MLflow committer. Table of Contents PART 1 AN INTRODUCTION TO MACHINE LEARNING ENGINEERING 1 What is a machine learning engineer? 2 Your data science could use some engineering 3 Before you model: Planning and scoping a project 4 Before you model: Communication and logistics of projects 5 Experimentation in action: Planning and researching an ML project 6 Experimentation in action: Testing and evaluating a project 7 Experimentation in action: Moving from prototype to MVP 8 Experimentation in action: Finalizing an MVP with MLflow and runtime optimization PART 2 PREPARING FOR PRODUCTION: CREATING MAINTAINABLE ML 9 Modularity for ML: Writing testable and legible code 10 Standards of coding and creating maintainable ML code 11 Model measurement and why it's so important 12 Holding on to your gains by watching for drift 13 ML development hubris PART 3 DEVELOPING PRODUCTION MACHINE LEARNING CODE 14 Writing production code 15 Quality and acceptance testing 16 Production infrastructure

  • Shop: buecher
  • Price: 59.99 EUR excl. shipping
• 

  JavaScript Application Design: A Build First Approach , Hörbuch, Digital, ungekürzt, 507min

  JavaScript Application Design: A Build First Approach introduces JavaScript developers to techniques that will improve the quality of their software as well as their web development workflow. You'll begin by learning how to establish build processes that are appropriate for JavaScript-driven development. Then, you'll walk through best practices for productive day-to-day development, like running tasks when your code changes, deploying applications with a single command, and monitoring the state of your application once it's in production. The fate of most applications is often sealed before a single line of code has been written. How is that possible? Simply, bad design assures bad results. Good design and effective processes are the foundation on which maintainable applications are built, scaled, and improved. For JavaScript developers, this means discovering the tooling, modern libraries, and architectural patterns that enable those improvements. This audiobook assumes listeners understand the basics of JavaScript. What's inside:Automated development, testing, and deployment processes JavaScript fundamentals and modularity best practices Modular, maintainable, and well-tested applications Master asynchronous flows, embrace MVC, and design a REST API Nicolas Bevacqua is a freelance developer with a focus on modular JavaScript, build processes, and sharp design.PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.  ungekürzt. Language: English. Narrator: Ken Fricklas. Audio sample: https://samples.audible.de/bk/acx0/138426/bk_acx0_138426_sample.mp3. Digital audiobook in aax.

  • Shop: Audible
  • Price: 9.95 EUR excl. shipping
• 

  Robust Python

  Robust Python ab 51.49 € als Taschenbuch: Write Clean and Maintainable Code. Aus dem Bereich: Bücher, Ratgeber, Computer & Internet,

  • Shop: hugendubel
  • Price: 51.49 EUR excl. shipping
• 

  C# in Depth, 3rd Edition , Hörbuch, Digital, ungekürzt, 1288min

  C# in Depth, Third Edition updates the best-selling second edition to cover the features of C# 5, including the challenges of writing maintainable asynchronous code. It preserves the uniquely insightful look into the tricky areas and dusty corners of C# that only expert Jon Skeet can provide.If you're a .NET developer, you'll use C# whether you're building an advanced enterprise application or just slamming out a quick app. In C# 5, you can do amazing things with generics, lambda expressions, dynamic typing, LINQ, iterator blocks, and other features. But first you have to learn it in depth.C# in Depth, Third Edition has been thoroughly revised to cover the features of C# 5, including the subtleties of writing maintainable asynchronous code. You'll see the power of C# in action, learning how to work with high-value features that you'll be glad to have in your toolkit. And you'll learn to avoid hidden pitfalls of C# programming with the help of crystal clear explanations of "behind the scenes" issues.This book assumes you've digested your first C# book and are hungry for more!What's Inside:Updated for C# 5 Async/await featureHow C# works and whyAbout the author: Jon Skeet is a senior software engineer at Google, and a highly visible participant of newsgroups, user groups, international conferences, and the Stack Overflow Q&A site. Jon spends much of his day coding in Java, but his heart belongs to C#.PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio. ungekürzt. Language: English. Narrator: Ezra Simeloff. Audio sample: https://samples.audible.de/bk/acx0/135087/bk_acx0_135087_sample.mp3. Digital audiobook in aax.

  • Shop: Audible
  • Price: 9.95 EUR excl. shipping
• 

  The Art of Unit Testing: With Examples in C# , Hörbuch, Digital, ungekürzt, 575min

  The Art of Unit Testing, Second Edition guides you step-by-step from writing your first simple tests to developing robust test sets that are maintainable, readable, and trustworthy. You'll master the foundational ideas and quickly move to high-value subjects like mocks, stubs, and isolation, including frameworks such as Moq, FakeItEasy, and Typemock Isolator. You'll explore test patterns and organization, working with legacy code and even "untestable" code. Along the way, you'll learn about integration testing and techniques and tools for testing databases and other technologies.  You know you should be unit testing, so why aren't you doing it? If you're new to unit testing, if you find unit testing tedious, or if you're just not getting enough payoff for the effort you put into it, keep listening. The examples in the audiobook use C# but will benefit anyone using a statically typed language such as Java or C++.  What's inside:Create readable, maintainable, trustworthy tests Fakes, stubs, mock objects, and isolation (mocking) frameworks Simple dependency injection techniques Refactoring legacy code  Roy Osherove has been coding for more than 15 years, and he consults and trains teams worldwide on the gentle art of unit testing and test-driven development.  Table of contents:Part one: "Getting Started"The basics of unit testing A first unit test Part two: "Core Techniques" Using stubs to break dependencies Interaction testing using mock objects Isolation (mocking) frameworks Digging deeper into isolation frameworks Part three: "The Test Code" Test hierarchies and organization The pillars of good unit tests Part four: "Design and Process" Integrating unit testing into the organization Working with legacy code Design and t ungekürzt. Language: English. Narrator: Mark Thomas. Audio sample: https://samples.audible.de/bk/acx0/132481/bk_acx0_132481_sample.mp3. Digital audiobook in aax.

  • Shop: Audible
  • Price: 9.95 EUR excl. shipping
• 

  Keto Life: The Easy and Clarity Complete Guide to Daily Low Carb Meal Prep for Weight Loss, Fat Burning, and a Healthy Life for Ketogenic Diet , Hörbuch, Digital, ungekürzt, 203min

  Improve your everyday life!If you, like millions of other people, hope to lose weight, increase your health, or boost your athletic performance, then you will want to learn more about the ketogenic diet. While fad and crash diets regularly cause damage to a person’s metabolism, decrease nutrition, and causes weight gain in the long run, the keto diet does none of these.It may be a change from your usual way of life, but why not change for the better? In Keto Life, you will learn all you need about the science and century-long history behind the ketogenic diet, its many health benefits, how it causes maintainable weight loss, fitting it into any lifestyle, meal prep and planning, and more.By the time you finish this book, you will have all the tools you need to make a change for the better. You no longer have to live wishing you could change, you can actually make the change happen. In this book you will find:How the ketogenic diet is able to cause maintainable weight loss.A brief history of the keto diet.What ketosis is and its effects on the metabolism, health, and mind.How to counteract the keto flu for an easier transition to the keto diet.Choosing between the standard, targeted, and cyclical ketogenic diets.Tips and tricks to increase weight loss on the keto diet.A complete keto-friendly shopping list.Traveling on the ketogenic diet.How to boost your exercise performance while on keto.Answers to the most frequently asked questionsAnd more...Now, if all of this sounds like your ideal book, then hop on over......and buy it now! ungekürzt. Language: English. Narrator: Carol Weakland. Audio sample: https://samples.audible.de/bk/acx0/143208/bk_acx0_143208_sample.mp3. Digital audiobook in aax.

  • Shop: Audible
  • Price: 9.95 EUR excl. shipping
• 

  C++ for Dinosaurs

  C++ for Dinosaurs ab 18.99 € als Taschenbuch: Guide for Readable Maintainable Reusable and Faster Code. Aus dem Bereich: Bücher, English, International, Englische Taschenbücher,

  • Shop: hugendubel
  • Price: 18.99 EUR excl. shipping
• 

  Skills of a Successful Software Engineer

  The skills and knowledge you need to grow from a solo coder into a productive member of a software development team, along with seasoned advice on everything from effective refactoring to acing an interview. In Code Well with Others: Be an effective team player you will learn: * The skills you need to succeed on a software development team * Good coding practices for writing maintainable code * Techniques for testing, commenting, and maintaining code others will use and read * Refactoring code you didnGÇÖt write * How to be a tech leader * What to expect from a technical interview process * Getting around gatekeeping in the tech community Slinging excellent code is only part of what it takes to succeed as a software developer. You also need to know how to work effectively on a dev team. Code Well with Others is a best practices guide for succeeding on a software development team. This unique experience-driven book explores the essential skills that you might not have learned as a solo coder, such as writing maintainable code, unit testing, and refactoring. ItGÇÖs also full of timeless advice that youGÇÖll use throughout your career, from aceing tech interviews to setting yourself up for team leadership.

  • Shop: buecher
  • Price: 50.99 EUR excl. shipping
• 

  YUI 3 Cookbook

  YUI 3 Cookbook ab 28.99 € als epub eBook: Writing Maintainable Applications. Aus dem Bereich: eBooks, Belletristik, Erzählungen,

  • Shop: hugendubel
  • Price: 28.99 EUR excl. shipping
• 

  Distributed Services with Go

  Distributed Services with Go ab 47.49 € als Taschenbuch: Your Guide to Reliable Scalable and Maintainable Systems. Aus dem Bereich: Bücher, Ratgeber, Computer & Internet,

  • Shop: hugendubel
  • Price: 47.49 EUR excl. shipping

---

---