Managing Machine Learning Projects: From Design to Deployment by Simon Thompson

Description: Managing Machine Learning Projects by Simon Thompson Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description For anyone interested in better management of machine learning projects from idea to production. Managing Machine Learning Projects is a comprehensive guide that does not require any technical skills. This edition will help you discover battle-tested data infrastructure techniques and will guide you through bringing a project to a successful conclusion. Publisher Description The go-to guide in machine learning projects from design to production. No ML skills required! In Managing Machine Learning Projects, you will learn essential machine learning project management techniques, including: Understanding an ML projects requirementsSetting up the infrastructure for the project and resourcing a teamWorking with clients and other stakeholdersDealing with data resources and bringing them into the project for useHandling the lifecycle of models in the projectManaging the application of ML algorithmsEvaluating the performance of algorithms and modelsMaking decisions about which models to adopt for deliveryTaking models through development and testingIntegrating models with production systems to create effective applicationsSteps and behaviours for managing the ethical implications of ML technology About the technology Companies of all shapes, sizes, and industries are investing in machine learning (ML). Unfortunately, around 85% of all ML projects fail. Managing machine learning projects requires adopting a different approach than you would take with standard software projects. You need to account for large and diverse data resources, evaluate and track multiple separate models, and handle the unforeseeable risk of poor performance. Never fear — this book lays out the unique practices you will need to ensure your projects succeed! Author Biography Simon Thompson has spent 25 years developing AI systems. He led the AI research program at BT Labs in the UK, where he helped pioneer Big Data technology for the company and managed an applied research practice for nearly a decade. Simon now works delivering Machine Learning Systems for financial services companies in the City of London as the Head of Data Science at GFT Technologies. Details ISBN 163343902X ISBN-13 9781633439023 Title Managing Machine Learning Projects Author Simon Thompson Format Hardcover Year 2023 Pages 275 Publisher Manning Publications GE_Item_ID:142824885; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys

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