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Deep Learning for Coders with fastai and PyTorch

Author : Jeremy Howard
Publisher : O'Reilly Media
Page : 624 pages
File Size : 23,21 MB
Release : 2020-06-29
Category : Computers
ISBN : 1492045497

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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

Learning How to Learn

Author : Barbara Oakley, PhD
Publisher : Penguin
Page : 258 pages
File Size : 11,95 MB
Release : 2018-08-07
Category : Juvenile Nonfiction
ISBN : 052550446X

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A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.

Find Your Why

Author : Simon Sinek
Publisher : Penguin
Page : 258 pages
File Size : 47,12 MB
Release : 2017-09-05
Category : Business & Economics
ISBN : 0143111728

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Start With Why has led millions of readers to rethink everything they do – in their personal lives, their careers and their organizations. Now Find Your Why picks up where Start With Why left off. It shows you how to apply Simon Sinek’s powerful insights so that you can find more inspiration at work -- and in turn inspire those around you. I believe fulfillment is a right and not a privilege. We are all entitled to wake up in the morning inspired to go to work, feel safe when we’re there and return home fulfilled at the end of the day. Achieving that fulfillment starts with understanding exactly WHY we do what we do. As Start With Why has spread around the world, countless readers have asked me the same question: How can I apply Start With Why to my career, team, company or nonprofit? Along with two of my colleagues, Peter Docker and David Mead, I created this hands-on, step-by-step guide to help you find your WHY. With detailed exercises, illustrations, and action steps for every stage of the process, Find Your Why can help you address many important concerns, including: * What if my WHY sounds just like my competitor’s? * Can I have more than one WHY? * If my work doesn’t match my WHY, what should I do? * What if my team can’t agree on our WHY? Whether you've just started your first job, are leading a team, or are CEO of your own company, the exercises in this book will help guide you on a path to long-term success and fulfillment, for both you and your colleagues. Thank you for joining us as we work together to build a world in which more people start with WHY. Inspire on! -- Simon

How to Win Friends and Influence People

Author :
Publisher : ببلومانيا للنشر والتوزيع
Page : 304 pages
File Size : 29,56 MB
Release : 2024-02-17
Category : Business & Economics
ISBN :

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You can go after the job you want…and get it! You can take the job you have…and improve it! You can take any situation you’re in…and make it work for you! Since its release in 1936, How to Win Friends and Influence People has sold more than 30 million copies. Dale Carnegie’s first book is a timeless bestseller, packed with rock-solid advice that has carried thousands of now famous people up the ladder of success in their business and personal lives. As relevant as ever before, Dale Carnegie’s principles endure, and will help you achieve your maximum potential in the complex and competitive modern age. Learn the six ways to make people like you, the twelve ways to win people to your way of thinking, and the nine ways to change people without arousing resentment.

Principles and Practice of Clinical Research

Author : John I. Gallin
Publisher : Elsevier
Page : 447 pages
File Size : 19,41 MB
Release : 2011-04-28
Category : Science
ISBN : 0080489567

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The second edition of this innovative work again provides a unique perspective on the clinical discovery process by providing input from experts within the NIH on the principles and practice of clinical research. Molecular medicine, genomics, and proteomics have opened vast opportunities for translation of basic science observations to the bedside through clinical research. As an introductory reference it gives clinical investigators in all fields an awareness of the tools required to ensure research protocols are well designed and comply with the rigorous regulatory requirements necessary to maximize the safety of research subjects. Complete with sections on the history of clinical research and ethics, copious figures and charts, and sample documents it serves as an excellent companion text for any course on clinical research and as a must-have reference for seasoned researchers. *Incorporates new chapters on Managing Conflicts of Interest in Human Subjects Research, Clinical Research from the Patient's Perspective, The Clinical Researcher and the Media, Data Management in Clinical Research, Evaluation of a Protocol Budget, Clinical Research from the Industry Perspective, and Genetics in Clinical Research *Addresses the vast opportunities for translation of basic science observations to the bedside through clinical research*Delves into data management and addresses how to collect data and use it for discovery*Contains valuable, up-to-date information on how to obtain funding from the federal government

A Programme in the Making

Author : Barry Cullen
Publisher : Combat Poverty Agency
Page : 97 pages
File Size : 39,42 MB
Release : 1994
Category : Community development
ISBN : 187164335X

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Introducing the IB Diploma Programme

Author : Marc Abrioux
Publisher : Cambridge University Press
Page : 589 pages
File Size : 34,63 MB
Release : 2013-02-14
Category : Education
ISBN : 1107606284

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Schools wishing to introduce the IB diploma programme are faced with major investment in terms of time, effort and money in order to become authorised. This manual is a resource for schools already offering the diploma, as well as for prospective diploma schools.

Programme Evaluation and Quality

Author : Calder, Judith
Publisher : Routledge
Page : 181 pages
File Size : 18,77 MB
Release : 2013-04-03
Category : Education
ISBN : 1136351078

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Offers advice to those involved in the design of open and distance learning courses on creating an organized system of programme evaluation. The text addresses the need for such a programme, the organization of the evaluation, the determination of priorities and programme implementation.

A Comprehensive Library Staff Training Programme in the Information Age

Author : Aileen Wood
Publisher : Elsevier
Page : 377 pages
File Size : 38,74 MB
Release : 2007-02-28
Category : Language Arts & Disciplines
ISBN : 1780631065

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This book discusses the issues surrounding the implementation and ‘selling’ of a comprehensive library staff training programme. Importantly, it contains many tried and tested techniques used by the author; it also includes standard documentation that readers can use in their own organisation for training purposes. Covers the different types of training and the pros and cons of each Discusses the administrative role as a change agent Shows how to develop programme objectives and measureable outcomes