2016

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

This collection presents the papers presented in the symposium on extraction of rare metals as well as rare extraction processing techniques used in metal production. Paper topics include the extraction and processing of elements like antimony, arsenic, gold, indium, palladium, platinum, rare earth metals including yttrium and neodymium, titanium, tungsten, and vanadium. The rare processing techniques covered include direct extraction process for rare earth element recovery; biosorption of precious metals; fluorination behavior of uranium and zirconium mixture of fuel debris treatment; and recovery of valuable components of commodity metals such as zinc, nickel, and metals from slag.

Start modeling right away with this hands-on guide to learning Autodesk Maya 2016 Introducing Autodesk Maya 2016 is the official guide to the most popular and complex 3D application on the market. Building from the ground up, this book combines straightforward text with practical examples that make it easy to absorb the basics and start designing and animating your own digital models and scenes. The tutorials offer realistic challenges and clear explanations, laid out in fun, step-by-step lessons that help you gain confidence and learn by doing. You'll delve into CG and 3D core concepts and production workflows, then get right to work designing an animation of the solar system as you learn the interface and basic tools. As your modeling skills grow, you'll build a steam locomotive, a starfish, a table lamp, and much more as you learn to rig your model for animation, create fabric motion with nCloth, and add the lighting and effects that bring your scenes to life. The companion website features downloadable project files that help you see how the pros do it, and the book includes real-world examples from talented users who were beginners just like you. Master the Maya 2016 interface, menus, and plug-ins Begin building simple animations right away Explore modeling, rendering, animation, and cloth motion Add lighting, rendering, dynamics, simulations, and effects If you want to work like the pros, Introducing Autodesk Maya 2016 is the perfect primer for getting started.

Proceedings of the 12th European Conference on Management, Leadership and Governance

What would the holidays be without joy, happiness, celebrations...and a couple of tales of terror? This new collection of holiday horror stories comes with the Grimm Tales of Terror twist. So enjoy the holiday season and open you presents carefully...you never know what might be lurking inside.

This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Advance your everyday proficiency with PowerPoint 2016. And earn the credential that proves it! Demonstrate your expertise with Microsoft PowerPoint! Designed to help you practice and prepare for Microsoft Office Specialist (MOS): PowerPoint 2016 certification, this official Study Guide delivers: In-depth preparation for each MOS objective Detailed procedures to help build the skills measured by the exam Hands-on tasks to practice what you’ve learned Practice files and sample solutions Sharpen the skills measured by these objectives: Create and manage presentations Insert and format text, shapes, and images Insert tables, charts, SmartArt, and media Apply transitions and animations Manage multiple presentations About MOS A Microsoft Office Specialist (MOS) certification validates your proficiency with Microsoft Office programs, demonstrating that you can meet globally recognized performance standards. Hands-on experience with the technology is required to successfully pass Microsoft Certification exams.

The quick way to learn Microsoft Word 2016! This is learning made easy. Get more done quickly with Word 2016. Jump in wherever you need answers--brisk lessons and colorful screenshots show you exactly what to do, step by step. Get easy-to-follow guidance from a certified Microsoft Office Specialist Master Learn and practice new skills while working with sample content, or look up specific procedures Create visually appealing documents for school, business, community, or personal purposes Use built-in tools to capture and edit graphics Present data in tables, diagrams, and charts Track and compile reference materials Manage document collaboration and review Fix privacy, accessibility, and compatibility issues Supercharge your efficiency by creating custom styles, themes, and templates

IN THIS VOLUME: ‘Sagara Manthan’: Make in India Transition | Lt Gen JS Bajwa “Our vision in next 10 years is to become top defence industry in the world...” | Interview by Danvir Singh Indian Airborne Troops Script History | Danvir Singh Submarine Ahoy – Whither to Bound? | Rear Adm AP Revi Aerospace and Defence News | Priya Tyagi Higher Defence Organisation for India: Towards an Integrated Approach | Maj Gen Rajiv Narayanan Indian Army: Adopting ‘Deep Operations’ Doctrine | Col JK Achuthan The Government’s Burden of Military Security | Lt Gen Gautam Banerjee Global Terrorism: An Analysis of Fault Lines and Risks | Maj Gen SB Asthana Tackling Global Terror | Anil Kumar Tandale Islamic State: The New Brand of Terrorism in India | V Balasubramaniyan India & China Territorial Dispute: The Growing Challenge | Brig Gurmeet Kanwal China-India-Myanmar: The Forgotten Frontier | Air Cmde PC Chopra Myanmar and India: A New Future | Maj Gen Nitin P Gadkari Airfield Security: Lessons for the IAF | Air Marshal Anil Chopra Acoustic Capacity Building in the Indian Ocean Region | Cdr (Dr) Arnab Das & Vice Adm DSP Varma Transportation Infrastructure in the North East | Air Marshal Dhiraj Kukreja Our Forgotten Wars: Victimisation and Survival in Bodoland | Dr Samrat Sinha Women Officers in the Indian Army: A Reality Check | Lt Gen Mukesh Sabharwal Socio Economic Transformation: Through Ex-Servicemen | Lt Gen SK Gadeock & Col Nishant Sharma DPP 2016: A Missed Opportunity | Dr SN Misra Defence Budget 2016: Hits and Misses for the IAF | Air Marshal Anil Chopra Privatisation of the Indian Aerospace Industry: Problems and Prospects | Gp Capt AK Sachdev The Patrol Leader | Sumit Walia