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Machine Learning System Design
Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems. From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning systems at any scale or complexity. In Machine Learning System Design: With end-to-end examples you will learn: • The big picture of machine learning system design • Analyzing a problem space to identify the optimal ML solution • Ace ML system design interviews • Selecting appropriate me...
Designing Deep Learning Systems
A vital guide to building the platforms and systems that bring deep learning models to production. In Designing Deep Learning Systems you will learn how to: Transfer your software development skills to deep learning systems Recognize and solve common engineering challenges for deep learning systems Understand the deep learning development cycle Automate training for models in TensorFlow and PyTorch Optimize dataset management, training, model serving and hyperparameter tuning Pick the right open-source project for your platform Deep learning systems are the components and infrastructure essential to supporting a deep learning model in a production environment. Written especially for software...
The Routledge Queer Studies Reader
The Routledge Queer Studies Reader provides a comprehensive resource for students and scholars working in this vibrant and interdisciplinary field. The book traces the emergence and development of Queer Studies as a field of scholarship, presenting key critical essays alongside more recent criticism that explores new directions. The collection is edited by two of the leading scholars in the field and presents: individual introductory notes that situate each work within its historical, disciplinary and theoretical contexts essays grouped by key subject areas including Genealogies, Sex, Temporalities, Kinship, Affect, Bodies, and Borders writings by major figures including Eve Kosofsky Sedgwick, Judith Butler, David M. Halperin, José Esteban Muñoz, Elizabeth Grosz, David Eng, Judith Halberstam and Sara Ahmed. The Routledge Queer Studies Reader is a field-defining volume and presents an illuminating guide for established scholars and also those new to Queer Studies.
Molecular Genetics of Plant-Microbe Interactions
Increased interest in the basic biology of plants and microorganisms stems from the fact that crop productivity is directly affected by plant-microbe interactions. In spite of the fact that plants exist in the environment amongst diverse species of microorganisms, only a few ever establish a direct relationship. Emerging awareness concerning the indirect effect of microbial association on plant growth and the possibility of using one microbe against another for controlling pathogenic interactions is at the genesis of new fields of studies. The primary reason for a microbe to associate with· photoautotrophic organisms (plants) is to tap its nutritional requirements, fixed carbon, as a source...
Sound Ideas
Centre for studies in Australian Music, U. of Melbourne, Parkville, VIC 3052, Australia. FAX: (03) 93494473.
The Encyclopedia of Martial Arts Movies
The Encyclopedia covers the genre from 1920 to 1994. The genre, however, can be very confusing: films often have several titles, and many of the stars have more than one pseudonym. In an effort to clarify some of the confusion, the authors have included all the information available to them on almost 3,300 films. Each entry includes a listing of the production company, the cast and crew, distributors, running times, reviews with star ratings whenever possible, and alternate film titles. A list of film series and one of the stars' pseudonyms, in addition to a 7,900 name index, are also included. Illustrated.
