Deep Learning for Coders with fastai and PyTorch PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Deep Learning for Coders with fastai and PyTorch PDF full book. Access full book title Deep Learning for Coders with fastai and PyTorch by Jeremy Howard. Download full books in PDF and EPUB format.
Author: Jeremy Howard
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Get Book Here
Book Description
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Author: Jeremy Howard
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Get Book Here
Book Description
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Author: Lucio Davide Spano
Publisher: Springer Nature
ISBN: 3031344332
Category : Computers
Languages : en
Pages : 279
Get Book Here
Book Description
This book constitutes the refereed proceedings of the 9th International Symposium on End-User Development, IS-EUD 2023, held in Cagliari, Italy, during June 6–8, 2023. The 17 full papers and 2 (keynote extended abstracts) included in this book were carefully reviewed and selected from 26 submissions. They were organized in topical sections as follows: Artificial Intelligence for End-Users; Internet of Things for End-Users; Privacy; Security and Society; Supporting End-User Development.
Author: Gerald Leger
Publisher: Gerald Leger
ISBN: 1069091529
Category : Business & Economics
Languages : en
Pages : 162
Get Book Here
Book Description
Stay Ahead in an AI-Driven World In the rapidly evolving landscape of artificial intelligence, "Staying Relevant in an AI World with AI Agents" by Gerald Leger is an essential guide for anyone looking to understand and leverage the power of AI agents. This book demystifies the complexities of AI technologies and provides actionable insights into how individuals and businesses can adapt to and thrive in this new era. Explore comprehensive discussions on the rise of AI agents, their applications across various industries, and the ethical considerations they entail. Through expert analysis, real-world examples, and forward-thinking strategies, Gerald Leger equips readers with the knowledge to navigate the challenges and seize the opportunities presented by AI. Whether you are a professional looking to enhance your career prospects, a business aiming to integrate AI technologies, or simply curious about the future of artificial intelligence, this book is your gateway to becoming a proactive participant in the AI world. Dive into the future—understand, adapt, and excel in the AI era.
Author: Ashley Marc Recanati
Publisher: Springer Nature
ISBN: 3031192788
Category : Business & Economics
Languages : en
Pages : 435
Get Book Here
Book Description
AI, Big Data and other 4th Industrial Revolution technologies are poised to wreak havoc in virtually every industry, unlocking huge productivity gains via automation of labor both manual and cognitive. Less discussed are the impacts on workers, who see the value of their skills erode, along with the menace of mass structural unemployment. How can workers assess their vulnerabilities? What can they do to improve their prospects, effective immediately? In this book, you will learn how to: - Survey new tech and decrypt their potential impacts on work - Assess your strengths and weaknesses in the face of AI, the shared economy, and other tech-propelled threats - Foment a battle plan to survive and thrive Ashley Recanati provides guidance for employees to rise above their peers and preserve their value, in a book that will interest managers and scholars, but foremost destined to ordinary workers.
Author: David R. Martinez
Publisher: MIT Press
ISBN: 026237871X
Category : Computers
Languages : en
Pages : 581
Get Book Here
Book Description
The first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities. Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. Key features: In-depth look at modern computing technologies Systems engineering description and means to successfully undertake an AI product or service development through deployment Existing methods for applying machine learning operations (MLOps) AI system architecture including a description of each of the AI pipeline building blocks Challenges and approaches to attend to responsible AI in practice Tools to develop a strategic roadmap and techniques to foster an innovative team environment Multiple use cases that stem from the authors’ MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs Exercises and Jupyter notebook examples
Author: Sam Choo
Publisher: Hope Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 109
Get Book Here
Book Description
AI Side Hustles: How to Make Money with Artificial Intelligence Tools Unlock the power of Artificial Intelligence to create profitable side hustles and take control of your financial future! In AI Side Hustles, you’ll discover how easy it is to leverage cutting-edge AI tools—without any coding experience—to build passive income streams, automate business processes, and grow your entrepreneurial ventures. From content creation and chatbots to real estate automation and AI-powered digital marketing, this book guides you step by step on how to tap into the rapidly expanding world of AI. Whether you’re an aspiring entrepreneur, freelancer, or looking to scale your current business, AI Side Hustles provides actionable insights, real-life case studies, and easy-to-use tools that will help you get started today. What you’ll learn: * How to generate passive income by selling AI-generated content and models * Automating digital marketing and lead generation with AI * Building and selling chatbots as a service to businesses * Using AI to streamline and scale your side hustle efficiently * Ethical considerations and legal aspects of using AI in business With this practical guide, you don’t need to be a tech expert to thrive in the AI revolution. Your AI-powered future begins now—start building your dream side hustle today!
Author: Bryan Kenneweg
Publisher: Packt Publishing Ltd
ISBN: 1800200129
Category : Computers
Languages : en
Pages : 332
Get Book Here
Book Description
Transform your app ideas into fully functional prototypes with the help of expert tips and best practices from Mendix partners Key FeaturesMeet the ever-increasing demand for software solution delivery without having to write any codeBuild high-availability, low-cost applications unlike those developed via a traditional software engineering approachExplore Mendix from product design through to delivery using real-world scenariosBook Description Low-code is a visual approach to application development. It enables developers of varying experience levels to create web and mobile apps using drag-and-drop components and model-driven logic through a graphic user interface. Mendix is among the fastest-growing platforms that enable low-code enthusiasts to put their software ideas into practice without having to write much code, and Building Low-Code Applications with Mendix will help you get up and running with the process using examples and practice projects. The book starts with an introduction to Mendix, along with the reasons for using this platform and its tools for creating your first app. As you progress, you'll explore Mendix Studio Pro, the visual environment that will help you learn Mendix app creation. Once you have your working app ready, you'll understand how to enhance it with custom business logic and rules. Next, you'll find out how to defend your app against bad data, troubleshoot and debug it, and finally, connect it with real-world business platforms. You'll build practical skills as the book is filled with examples, real-world scenarios, and explanations of the tools needed to help you build low-code apps successfully. By the end of this book, you'll have understood the concept of low-code development, learned how to use Mendix effectively, and developed a working app. What you will learnGain a clear understanding of what low-code development is and the factors driving its adoptionBecome familiar with the various features of Mendix for rapid application developmentDiscover concrete use cases of Studio ProBuild a fully functioning web application that meets your business requirementsGet to grips with Mendix fundamentals to prepare for the Mendix certification examUnderstand the key concepts of app development such as data management, APIs, troubleshooting, and debuggingWho this book is for This book is for tech-savvy business analysts and citizen developers who want to get started with Mendix for rapid mobile and web application development. The book is also helpful for seasoned developers looking to learn a new tool/platform and for anyone passionate about designing technical solutions without wanting to indulge in the complexities of writing code. The book assumes beginner-level knowledge of object-oriented programming and the ability to translate technical solutions from business requirements.
Author: Peter A. Gloor
Publisher: Edward Elgar Publishing
ISBN: 1803921250
Category : Computers
Languages : en
Pages : 371
Get Book Here
Book Description
Responding to the increasingly blurred boundaries between humans and technology, this innovative Handbook reveals the intricate patterns of interaction between individuals, machines, and organizations. Using cutting-edge data and analysis, expert contributors provide new insight into the rapidly growing digitalization of society.
Author: Bernard Marr
Publisher: John Wiley & Sons
ISBN: 1119870410
Category : Business & Economics
Languages : en
Pages : 278
Get Book Here
Book Description
The Brand NEW Book from Bernard Marr, bestselling author behind Business Trends in Practice - Winner of Business Book of the Year 2022. Future-proof yourself and develop critical skills for the digital future The working world has changed dramatically in the last twenty years and it's going to continue to transform at an even faster pace. How can the average professional stay afloat in an ocean of constant change and technological revolution? In Future Skills: The 20 Skills and Competencies Everyone Needs to Succeed in a Digital World bestselling author and futurist Bernard Marr delivers an engaging and insightful discussion of how you can prepare yourself for the digital future of work. You'll learn which skills will be in the highest demand, why they'll command a premium price, and how to develop them. You'll also find: Strategies for improving human-centered skills, like teamwork and collaboration Straightforward explanations of digital skills, like data literacy and cyber-threat awareness Ways to make yourself an indispensable component of future firms, and practical tips for continuous improvement A can't-miss book for every working professional seeking not just to survive – but to thrive – in the coming years, Future Skills belongs in the libraries of company leaders, managers, human resources professionals, educators, and anyone else with an interest in the future of work and how humanity fits within it.
Author: Thomas Davenport
Publisher: Harvard Business Review Press
ISBN: 1422168174
Category : Business & Economics
Languages : en
Pages : 241
Get Book Here
Book Description
Go ahead, be skeptical about big data. The author was—at first. When the term “big data” first came on the scene, bestselling author Tom Davenport (Competing on Analytics, Analytics at Work) thought it was just another example of technology hype. But his research in the years that followed changed his mind. Now, in clear, conversational language, Davenport explains what big data means—and why everyone in business needs to know about it. Big Data at Work covers all the bases: what big data means from a technical, consumer, and management perspective; what its opportunities and costs are; where it can have real business impact; and which aspects of this hot topic have been oversold. This book will help you understand: • Why big data is important to you and your organization • What technology you need to manage it • How big data could change your job, your company, and your industry • How to hire, rent, or develop the kinds of people who make big data work • The key success factors in implementing any big data project • How big data is leading to a new approach to managing analytics With dozens of company examples, including UPS, GE, Amazon, United Healthcare, Citigroup, and many others, this book will help you seize all opportunities—from improving decisions, products, and services to strengthening customer relationships. It will show you how to put big data to work in your own organization so that you too can harness the power of this ever-evolving new resource.
