Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
I want to read the book!
All characters reduced
Production-Ready Applied Deep Learning - Learn how to construct and deploy complex models in PyTorch and TensorFlow deep learning frameworks - cover

Production-Ready Applied Deep Learning - Learn how to construct and deploy complex models in PyTorch and TensorFlow deep learning frameworks

Tomasz Palczewski, Jaejun (Brandon) Lee, Lenin Mookiah

Publisher: Packt Publishing

  • 0
  • 0
  • 0

Summary

Machine learning engineers, deep learning specialists, and data engineers encounter various problems when moving deep learning models to a production environment. The main objective of this book is to close the gap between theory and applications by providing a thorough explanation of how to transform various models for deployment and efficiently distribute them with a full understanding of the alternatives.
First, you will learn how to construct complex deep learning models in PyTorch and TensorFlow. Next, you will acquire the knowledge you need to transform your models from one framework to the other and learn how to tailor them for specific requirements that deployment environments introduce. The book also provides concrete implementations and associated methodologies that will help you apply the knowledge you gain right away. You will get hands-on experience with commonly used deep learning frameworks and popular cloud services designed for data analytics at scale. Additionally, you will get to grips with the authors’ collective knowledge of deploying hundreds of AI-based services at a large scale.
By the end of this book, you will have understood how to convert a model developed for proof of concept into a production-ready application optimized for a particular production setting.
Available since: 08/30/2022.
Print length: 322 pages.

Other books that might interest you

  • Nature on the Doorstep - A Year of Letters - cover

    Nature on the Doorstep - A Year...

    Angela E. Douglas

    • 0
    • 0
    • 0 
    Nature on the Doorstep reveals the simple pleasures of paying attention to the natural world in one’s own backyard over the course of a year.  
Angela Douglas shares the joys and curiosities of a decidedly ordinary patch of green in upstate New York cultivated through the art of “strategic neglect"―sometimes taking a hand to manage wildlife, more often letting nature go its own way. 
From the first flowers of spring and the fireflies of high summer to a hoarding chipmunk in the fall and cardinals singing in the winter, Douglas shows us the magic of welcoming unexpected plant life and animal life into one’s backyard. Along the way, she weaves intimate observations of wildlife with morsels of natural history; a surprise visit from a Cooper’s hawk, for instance, prompts reflection about why bird eye colors vary. 
A paean to the richness we find when we stop to look and let be, Nature on the Doorstep celebrates the role humble backyards play both in conservation efforts and in an expanded appreciation of the living world.
    Show book
  • Effective Social Media - Proven Tactics to Boost Your Online Marketing Game - cover

    Effective Social Media - Proven...

    Sheila Oxford

    • 0
    • 0
    • 0 
    Effective Social Media: Proven Tactics to Boost Your Online Marketing Game 
Unlock the true potential of social media with Effective Social Media, your ultimate guide to mastering online marketing. Whether you’re a seasoned marketer or just starting out, this audiobook delivers actionable tips, innovative strategies, and proven tactics to elevate your social media presence and drive results. 
Learn how to create compelling content, engage your audience, and leverage the power of platforms like Facebook, Instagram, Twitter, LinkedIn, and more to maximize your reach. Discover insider secrets to building brand loyalty, increasing traffic, and converting followers into loyal customers. 
What You’ll Gain: 
Proven Strategies: Tried-and-tested techniques to grow your online presence. 
Platform Mastery: Insights into the unique strengths of different social media platforms. 
Content Creation Tips: Learn how to craft posts that capture attention and drive engagement. 
Advanced Marketing Tactics: From analytics to ads, discover tools to optimize your campaigns. 
Time-Saving Hacks: Efficient methods to manage your accounts and streamline your efforts. 
Whether you’re promoting a personal brand, a startup, or an established business, this audiobook equips you with the knowledge and tools you need to excel in the ever-evolving world of social media marketing. 
Take your online marketing game to the next level and start making a real impact today!
    Show book
  • The Miracle of Our Universe - A New View of Consciousness God Science and Reality - cover

    The Miracle of Our Universe - A...

    Marsha Sims, Bernard Haisch

    • 0
    • 0
    • 0 
    Without consciousness there is nothing. Have you ever wondered why and how the world around you came to exist, and whether there might be an afterlife experience awaiting you after our physical bodies die? Might there actually be a God and a heaven of some sort? The hypothesis presented in this book is that our seemingly physical universe of matter and energy is a virtual simulation which is thought into existence by a universal consciousness which we call God. 
 
 
 
A reason for a universal consciousness to do such a thing could be to experience and evolve itself through the free will actions of its offspring. This would entail thinking into existence a virtual universe so as to interact with such a universe and each other. Literally everything is consciousness in action, resulting in a gigantic cosmic simulation. We and other creatures are offspring of this God consciousness. 
 
 
 
The Miracle of Our Universe explores the forefront of science and spirituality research, including: Are near-death experiences real? What is the Zero-Point Field? What kind of being could God be? Is there some place that God could have come from? How does the Big Bang figure into this? Is there an afterlife and what could it be like? What is the purpose of life? Is consciousness all there is? Is the Universe a virtual reality? Why is Hell impossible?
    Show book
  • Connect to your higher consciousness Soul development - A guided meditation - DST Hypno with Stu Newman - cover

    Connect to your higher...

    Stuart Newman

    • 0
    • 0
    • 0 
    Are you looking to connect with your higher consciousness and develop your soul?  
Look no further than DST Hypno with Stu Newman!  
With over 10 years of experience in spiritual development, Stu will take you on a journey of self-discovery.  
He offers deep relaxation, mindfulness meditation techniques and hypnosis sessions that are tailored to each individual's needs.  
His methods have been proven effective for many people who have experienced positive changes in their lives as a result of connecting with their higher selves.  
So don't wait any longer - start exploring the depths within yourself today by connecting to your higher consciousness through DST Hypno with Stu Newman!
    Show book
  • The Influenza Threat - cover

    The Influenza Threat

    Scientific American

    • 0
    • 0
    • 0 
    The onset of cold weather brings out the boots, coats, gloves—and the stoplight-red “Flu Shots Available Here” signs in drugstore windows. For many scientists and public health specialists alike, flu season has become a little like Russian roulette. The likelihood of a deadly pandemic outbreak of influenza is not far from reality considering the nature of some of the different viral strains. In this book, we delve into the science of the flu, starting with past pandemics and what we can learn from them.
    Show book
  • Inclusive Design for Organisations - Including your missing 20% by embedding web and mobile accessibility - cover

    Inclusive Design for...

    Professor Jonathan Hassell

    • 0
    • 0
    • 0 
    Most organisations are oblivious to, or terrified about, web accessibility.
You may be aware that 20% of your customers – people with disabilities – could be clicking away from your websites or mobile apps every day, without having bought anything or found the information they needed. You may have received complaints about accessibility problems you don't understand, with people asking for what seem like impossible fixes. Your web teams may have read the industry standard WCAG guidelines, but found them impenetrable. You probably know you could be sued if you don't do the right thing, but you don't know how far you need to go to prevent that. And apart from eliminating risk, what else is in it for your organisation?
In this audiobook, award-winning international accessibility thought-leader Jonathan Hassell shows you how to transform your organisation to consistently and cost-efficiently create websites, mobile apps and other digital products that are usable for all of your customers.
Inclusive Design for Organisations  gives you a clear, strategic business-aligned framework how to embed accessibility policies and processes consistently throughout your organisation, and how to measure the return on your investment.
With insights from leading worldwide accessibility experts who have implemented these processes in their organisations, this book comes with a free library of downloadable support tools, templates, podcasts and videos to help you on your journey to accessibility maturity.
Inclusive Design for Organisations, and its companion, Inclusive Design for Products, will help you comply with both parts of the new International Standard ISO 30071-1.
    Show book