May 07 2024 Machine Learning Engineering in Action, Video Edition BaDshaH LEARNING / e-learning - Tutorials 13:40 0 Released 4/2022MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English | Duration: 14h 54m | Size: 2.34 GB Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from In Machine Learning Engineering in Action, you will learnEvaluating data science problems to find the most effective solutionScoping a machine learning project for usage expectations and budgetProcess techniques that minimize wasted effort and speed up productionAssessing a project using standardized prototyping work and statistical validationChoosing the right technologies and tools for your projectMaking your codebase more understandable, maintainable, and testableAutomating your troubleshooting and logging practicesFerrying 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 TechnologyDeliver 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.About the BookMachine 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 InsideScoping a machine learning project for usage expectations and budgetChoosing the right technologies for your designMaking your codebase more understandable, maintainable, and testableAutomating your troubleshooting and logging practicesAbout the ReaderFor data scientists who know machine learning and the basics of object-oriented programming.About the AuthorBen Wilson is Principal Resident Solutions Architect at Databricks, where he developed the Databricks Labs AutoML project. He is also an MLflow committer.https://rapidgator.net/file/bac96720e9ccaec3b9d98e195ecd13efhttps://rapidgator.net/file/bf45bef20427982d6ca1a685aa112f55https://rapidgator.net/file/7a15eeb93081de91c0b1b390d0a1e000https://ddownload.com/59pu2ngaqhf4https://ddownload.com/nq5ja3oa7t7uhttps://ddownload.com/45ai2pvxmkoo Related News Udemy - Complete Machine Learning & Data Science with Python | A-ZAzure Data Engineering-Master 6 Real-World Projects + FabricCircuit Design, Simulation and PCB Fabrication BundleSql–Mysql Complete Master Bootcamp | Beginner-Expert (2023)Python & Data Science with R | Python & R Programming Comments (0)Add comment Submit NEWEST RELEASES 19.05: WinCatalog 2024.7.0.519 Multilingual Portable 18.05: MediaHuman YouTube To MP3 Converter 3.9.9.92 (0518) Multilingual (x64) Portable 18.05: MediaHuman YouTube Downloader 3.9.9.92 (0518) Multilingual (x64) Portable 18.05: Allavsoft Video Downloader Converter 3.27.0.8904 Multilingual Portable 18.05: FastStone Capture 10.5 Multilingual Portable 18.05: UniFab 2.0.2.1 (x64) Multilingual Portable 18.05: Windows 7 Ultimate SP1 Multilingual Preactivated May 2024 18.05: Windows 7 Professional SP1 Multilingual Preactivated May 2024 18.05: O&O SafeErase Professional / Server 19.2.1034 (x64) 17.05: MetaProducts Portable Offline Browser 8.6.0.4976 Multilingual Portable Recommended Filehosts Freinds Site