02972oam 2200505 450 991048318790332120210506092556.01-5231-5067-X1-4842-6418-510.1007/978-1-4842-6418-8(CKB)4100000011586083(DE-He213)978-1-4842-6418-8(MiAaPQ)EBC6404857(CaSebORM)9781484264188(PPN)252511042(EXLCZ)99410000001158608320210506d2021 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierPractical machine learning in Javascript tensorflow.js for web developers /Charlie Gerard1st ed. 2021.[Place of publication not identified] :Apress,[2021]©20211 online resource (XVI, 323 p. 110 illus.) 1-4842-6417-7 Chapter 1: The Basics of Machine Learning -- Chapter 2: Tensorflow.js -- Chapter 3: Building an Image Classifier -- Chapter 4: -- Text Classification and Sentiment Analysis -- Chapter 5: Experimenting with Inputs -- Chapter 6: Machine Learning in Production -- Chapter 7: Bias in Machine Learning.Build machine learning web applications without having to learn a new language. This book will help you develop basic knowledge of machine learning concepts and applications. You’ll learn not only theory, but also dive into code samples and example projects with TensorFlow.js. Using these skills and your already honed skills as a web developer, you’ll add a whole new field of development to your skill set. This will give you a more concrete understanding of the possibilities offered by machine learning. Discover how ML will impact the future of not just programming in general, but web development specifically. Get started in machine learning with web technologies. Machine learning is currently one of the most exciting technology fields with the potential to impact industries from health to home automation to retail, and even art. Google has now introduced TensorFlow.js—an iteration of TensorFlow aimed directly at web developers. Practical Machine Learning in JavaScript will help you stay relevant in the tech industry with new tools, trends, and best practices. You will: Use the JavaScript framework for ML Build machine learning applications for the web Develop dynamic and intelligent web content.Machine learningTensorFlowArtificial intelligenceMachine learning.TensorFlow.Artificial intelligence.006.31Gerard Charley1226876CaPaEBRCaPaEBRUtOrBLWBOOK9910483187903321Practical machine learning in Javascript2848759UNINA