Ultimate Machine Learning with ML.NET: Build, Optimize, and Deploy Powerful Machine Learning Models for Data-Driven Insights with ML.NET
This comprehensive guide, "Ultimate Machine Learning with ML.NET," authored by Kalicharan Mahasivabhattu and Deepti Bandi and published by Orange Education Pvt Ltd, offers a thorough exploration of ML.NET. The book covers foundational machine learning concepts and terminology, detailing the framework's features, benefits, and applications across various industries. Readers will learn to build, optimize, and deploy powerful machine learning models using tools like ML.NET Model Builder and CLI, with a strong emphasis on data preparation, algorithm selection, hyperparameter tuning, and cross-validation. Furthermore, the text provides practical guidance on saving, loading, and securely deploying ML.NET models as RESTful services with Azure Functions and Web API, along with strategies for monitoring and troubleshooting in production environments.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summaryGet the Book now from Amazon:https://www.amazon.com/Ultimate-Machine-Learning-ML-NET-Data-Driven/dp/B0D8L3Q283?&linkCode=ll1&tag=cvthunderx-20&linkId=7ec4842d231d17ec538551e6d18c846e&language=en_US&ref_=as_li_ss_tl
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Learn Functional Programming with Elixir: New Foundations for a New World (The Pragmatic Programmers)
Provides an in-depth look at functional programming principles, specifically using the Elixir language. It functions as a learning guide, explaining core concepts such as immutability, pure functions, pattern matching, recursion, and higher-order functions, while also addressing practical application design, error handling strategies (including try/rescue, try/catch, Monads, and the with special form), and the Mix build tool. The content emphasizes Elixir's syntax, its concurrent capabilities, and how it simplifies complex programming tasks. Throughout the material, code examples and exercises reinforce the theoretical explanations, making it a resource for both understanding and applying functional programming with Elixir.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summaryGet the Book now from Amazon:https://www.amazon.com/-/es/Learn-Functional-Programming-Elixir-Foundations/dp/168050245X?&linkCode=ll1&tag=cvthunderx-20&linkId=9f5d024755bfd6b24a1d29dfda479064&language=en_US&ref_=as_li_ss_tl
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The Art of AI Product Development: Delivering business value
A comprehensive guide for anyone involved in creating, designing, or marketing AI products. It covers the entire lifecycle of AI product development, from identifying and prioritizing AI opportunities and exploring various AI approaches like predictive AI, language models, and agentic AI, to designing user experiences that manage AI's inherent uncertainty. The book also addresses critical aspects of AI governance, including security, privacy, and bias, and provides guidance on communicating with diverse stakeholders and fostering user adoption and co-creation. It aims to equip readers with the knowledge and tools to build impactful and trustworthy AI systems.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summaryGet the Book now from Amazon:https://www.amazon.com/Art-AI-Product-Development-Delivering/dp/1633437051?&linkCode=ll1&tag=cvthunderx-20&linkId=fa07188e6f3fd0f555c5cbef1297290d&language=en_US&ref_=as_li_ss_tl
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The Design of Web APIs, Second Edition
Outlines best practices for designing, documenting, and managing Web APIs, with a strong emphasis on RESTful principles and the use of OpenAPI (formerly Swagger) and JSON Schema. It covers fundamental concepts like resources, HTTP methods, and status codes, while also addressing crucial considerations such as security, efficiency, and user-friendliness. The text provides practical guidance on various design aspects, including data modeling, handling complex operations, and ensuring backward compatibility for API evolution, ultimately aiming to equip readers with the mindset and tools for creating robust and adaptable APIs.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summaryGet the Book now from Amazon:https://www.amazon.com/Design-Web-APIs-Second/dp/1633438147?&linkCode=ll1&tag=cvthunderx-20&linkId=4363821a7086a6014501c3fa822ba8c6&language=en_US&ref_=as_li_ss_tl
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Practical Object-Oriented Design: An Agile Primer Using Ruby
Explores practical object-oriented design (OOD), particularly within the context of Ruby programming, offering guidance for creating changeable and maintainable software. It covers fundamental principles such as single responsibility, managing dependencies, and designing flexible interfaces, emphasizing the importance of messages over classes and the strategic use of public and private interfaces. The material also explains advanced concepts like duck typing, classical inheritance, and object composition, contrasting their benefits and costs to help developers choose appropriate architectural relationships. Furthermore, it provides essential advice on designing cost-effective tests that support refactoring and reduce overall development costs, highlighting that well-designed applications and tests inherently lower maintenance burdens.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summaryGet the Book now from Amazon:https://www.amazon.com/Practical-Object-Oriented-Design-Agile-Primer/dp/0134456475?&linkCode=ll1&tag=cvthunderx-20&linkId=24f33aad7f008deb8a0a75f9d4114df4&language=en_US&ref_=as_li_ss_tl
CyberSecurity Summary is your go-to podcast for concise and insightful summaries of the latest and most influential books in the field of cybersecurity.Each episode delves into the core concepts, key takeaways, and practical applications of these books, providing you with the knowledge you need to stay ahead in the ever-evolving world of cybersecurity.Whether you’re a seasoned professional or just starting out, CyberSecurity Summary offers valuable insights and discussions to enhance your understanding and keep you informed.You can listen and download our episodes for free on more than 10 different platforms:https://linktr.ee/cyber_security_summary
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