Develop Machine Learning And Ai Applications Using Net And C#(1st Edition)

Authors:

Rajashree Manjulalayam Rajendran

Type:Hardcover/ PaperBack / Loose Leaf
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ISBN: B0DP3N53Z5

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Book Price $0 : The Book Is Authored ByRajashree Manjulalayam Rajendran Is A Seasoned Lead Software Developer At HomeASAP LLC, USA, With Over 18 Years Of Diverse Experience In The Software Industry. She Is A Full-stack Developer Who Is Keen On Innovation And Continuous Learning. She Serves As The Section Vice Chair For IEEE Jacksonville, Where She Actively Leads Many Initiatives And Works On Increasing The Inclusion Of Women In Engineering And Technology. A Fellow Member Of IETE, Rajashree Is A Thought Leader And Mentor Who Has Delivered Impactful Technical Talks, Served As A Panel Reviewer, And Judged Various Hackathons. Her Extensive Expertise In Software Development Spans Multiple Industries And Verticals, Enabling Her To Drive Innovation And Deliver Exceptional Contributions To Her Field.This Book Offers A Comprehensive Guide To Implementing Artificial Intelligence (AI) And Machine Learning (ML) Within The C# And .NET Ecosystem, Catering To Both Beginners And Experienced Developers. The First Few Chapters Lay The Groundwork By Introducing Key Concepts Of AI And ML, Followed By A Deep Dive Into Setting Up The Development Environment Using C# And .NET. It Then Moves On To Essential Topics Like Data Processing And Preparation, Which Are Critical For Any Machine Learning Project, Before Progressing To The Core Aspects Of Model Development, Training, And Performance Tuning Using ML.NET. Each Section Is Designed To Ensure That Readers Can Effectively Leverage The Power Of C# And .NET For AI And ML Projects.In The Latter Half Of The Book, The Focus Shifts To More Advanced Techniques, Such As Deploying, Scaling, And Optimizing Machine Learning Models. Practical Insights Into Integrating These Models With Real-world Applications Are Provided, Helping Developers To Bridge The Gap Between Theory And Practice. Additionally, The Book Delves Into The Future Trends Of AI And ML, Emphasizing The Evolving Role Of C# And .NET In This Dynamic Field. With In-depth Coverage Of Both Theoretical And Practical Aspects, This Book Serves As An Invaluable Resource For Anyone Looking To Harness The Power Of AI And ML Using C# And .NET, Now And In The Future.