{"product_id":"machine-learning-with-tensorflow-9781617297717","title":"Machine Learning with Tensorflow","description":"\u003cp\u003e • Author(s): Chris Mattmann\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Data Science - Machine Learning\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis fully revised second edition of \u003ci\u003eMachine Learning with TensorFlow\u003c\/i\u003e teaches you the foundational concepts of machine learning and how to utilize the TensorFlow library to rapidly build powerful ML models. You'll learn the basics of regression, classification, and clustering algorithms, applying them to solve real-world challenges.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eNew and revised content expands coverage of core machine learning algorithms and advancements in neural networks such as VGG-Face facial identification classifiers and deep speech classifiers. Written by NASA JPL Deputy CTO and Principal Data Scientist Chris Mattmann, all examples are accompanied by downloadable Jupyter Notebooks for a hands-on experience coding TensorFlow with Python.\u003c\/p\u003e \u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eKey Features\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e- Visualizing algorithms with TensorBoard\u003c\/p\u003e \u003cp\u003e- Understanding and using neural networks\u003c\/p\u003e \u003cp\u003e- Reproducing and employing predictive science\u003c\/p\u003e \u003cp\u003e- Downloadable Jupyter Notebooks for all examples\u003c\/p\u003e \u003cp\u003e- Questions to test your knowledge\u003c\/p\u003e \u003cp\u003e- Examples use the super-stable 1.14.1 branch of TensorFlow\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003eDevelopers experienced with Python and algebraic concepts like\u003c\/p\u003e \u003cp\u003evectors and matrices.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eAbout the technology \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eTensorFlow, Google's library for large-scale machine learning, makes powerful ML techniques easily accessible. It simplifies often-complex computations by representing them as graphs that are mapped to machines in a cluster or to the processors of a single machine. Offering a complete ecosystem for all stages and types of machine learning, TensorFlow's end-to-end functionality empowers machine learning engineers of all skill levels to solve their problems with ML.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eChris Mattmann\u003c\/b\u003e is the Deputy Chief Technology and Innovation Officer at NASA Jet Propulsion Lab, where he has been recognised as JPL's first Principal Scientist in the area of Data Science. Chris has applied TensorFlow to challenges he's faced at NASA, including building an implementation of Google's Show \u0026amp; Tell algorithm for image captioning using TensorFlow. He contributes to open source as a former Director at the Apache Software Foundation, and teaches graduate courses at USC in\u003c\/p\u003e \u003cp\u003eContent Detection and Analysis, and in Search Engines and Information Retrieval.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cb\u003eNishant Shukla\u003c\/b\u003e wrote the first edition of Machine Learning with TensorFlow.\u003c\/p\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":45356293914775,"sku":"9781617297717","price":4234.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781617297717.webp?v=1769292078","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-with-tensorflow-9781617297717","provider":"Atlantic Books","version":"1.0","type":"link"}