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Designing Machine Learning Systems: An Iterative Process For Production-Rea…

Please refer to the section BELOW (and NOT ABOVE) this line for the product details – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – Title:Designing Machine Learning Systems: An Iterative Process For Production-Ready ApplicationsISBN13:9781098107963ISBN10:1098107969Author:Huyen, Chip (Author)Description:Many Tutorials Show You How To Develop Ml Systems From Ideation To Deployed Models But With Constant Changes In Tooling, Those Systems Can Quickly Become Outdated Without An Intentional Design To Hold The Components Together, These Systems Will Become A Technical Liability, Prone To Errors And Be Quick To Fall Apart In This Book, Chip Huyen Provides A Framework For Designing Real-World Ml Systems That Are Quick To Deploy, Reliable, Scalable, And Iterative These Systems Have The Capacity To Learn From New Data, Improve On Past Mistakes, And Adapt To Changing Requirements And Environments You? ???[ Ll Learn Everything From Project Scoping, Data Management, Model Development, Deployment, And Infrastructure To Team Structure And Business Analysis Learn The Challenges And Requirements Of An Ml System In Productionbuild Training Data With Different Sampling And Labeling Methodsleverage Best Techniques To Engineer Features For Your Ml Models To Avoid Data Leakageselect, Develop, Debug, And Evaluate Ml Models That Are Best Suit For Your Tasksdeploy Different Types Of Ml Systems For Different Hardwareexplore Major Infrastructural Choices And Hardware Designsunderstand The Human Side Of Ml, Including Integrating Ml Into Business, User Experience, And Team Structure Binding:Paperback, PaperbackPublisher:O’Reilly MediaPublication Date:2022-07-19Weight:0 lbsDimensions:Number of Pages:350Language:English

Engineering For Industrial Designers And Inventors: Fundamentals For Design…

Please refer to the section BELOW (and NOT ABOVE) this line for the product details – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – Title:Engineering For Industrial Designers And Inventors: Fundamentals For Designers Of Wonderful ThingsISBN13:9781491932612ISBN10:1491932619Author:Ask, Thomas (Author)Description:If You Have Designs For Wonderful Machines In Mind, But Aren’t Sure How To Turn Your Ideas Into Real, Engineered Products That Can Be Manufactured, Marketed, And Used, This Book Is For You Engineering Professor And Veteran Maker Tom Ask Helps You Integrate Mechanical Engineering Concepts Into Your Creative Design Process By Presenting Them In A Rigorous But Largely Nonmathematical Format Through Mind Stories And Images, This Book Provides You With A Firm Grounding In Material Mechanics, Thermodynamics, Fluid Dynamics, And Heat Transfer Students, Product And Mechanical Designers, And Inventive Makers Will Also Explore Nontechnical Topics Such As Aesthetics, Ethnography, And Branding That Influence Product Appeal And User Preference Learn The Importance Of Designing Functional Products That Also Appeal To Users In Subtle Waysexplore The Role Of Aesthetics, Ethnography, Brand Management, And Material Culture In Product Designdive Into Traditional Mechanical Engineering Disciplines Related To The Behavior Of Solids, Liquids, And Gasesunderstand The Human Factors Of Design, Such As Ergonomics, Kinesiology, Anthropometry, And Biomimicryget An Overview Of Available Mechanical Systems And Components For Creating Your Product Binding:Paperback, PaperbackPublisher:O’Reilly MediaPublication Date:2016-05-24Weight:0.7 lbsDimensions:0.4” H x 9” L x 6.9” WNumber of Pages:216Language:English