The Google Model

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Building Machine Learning and Deep Learning Models on Google Cloud Platform

Author : Ekaba Bisong
Publisher : Apress
ISBN 13 : 1484244702
Total Pages : 703 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Building Machine Learning and Deep Learning Models on Google Cloud Platform by : Ekaba Bisong

Download or read book Building Machine Learning and Deep Learning Models on Google Cloud Platform written by Ekaba Bisong and published by Apress. This book was released on 2019-09-27 with total page 703 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take a systematic approach to understanding the fundamentals of machine learning and deep learning from the ground up and how they are applied in practice. You will use this comprehensive guide for building and deploying learning models to address complex use cases while leveraging the computational resources of Google Cloud Platform. Author Ekaba Bisong shows you how machine learning tools and techniques are used to predict or classify events based on a set of interactions between variables known as features or attributes in a particular dataset. He teaches you how deep learning extends the machine learning algorithm of neural networks to learn complex tasks that are difficult for computers to perform, such as recognizing faces and understanding languages. And you will know how to leverage cloud computing to accelerate data science and machine learning deployments. Building Machine Learning and Deep Learning Models on Google Cloud Platform is divided into eight parts that cover the fundamentals of machine learning and deep learning, the concept of data science and cloud services, programming for data science using the Python stack, Google Cloud Platform (GCP) infrastructure and products, advanced analytics on GCP, and deploying end-to-end machine learning solution pipelines on GCP. What You’ll Learn Understand the principles and fundamentals of machine learning and deep learning, the algorithms, how to use them, when to use them, and how to interpret your resultsKnow the programming concepts relevant to machine and deep learning design and development using the Python stack Build and interpret machine and deep learning models Use Google Cloud Platform tools and services to develop and deploy large-scale machine learning and deep learning products Be aware of the different facets and design choices to consider when modeling a learning problem Productionalize machine learning models into software products Who This Book Is For Beginners to the practice of data science and applied machine learning, data scientists at all levels, machine learning engineers, Google Cloud Platform data engineers/architects, and software developers

The Business Model Navigator ePub eBook

Author : Oliver Gassmann
Publisher : Pearson UK
ISBN 13 : 1292065842
Total Pages : 388 pages
Book Rating : 4.2/5 (92 download)

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Book Synopsis The Business Model Navigator ePub eBook by : Oliver Gassmann

Download or read book The Business Model Navigator ePub eBook written by Oliver Gassmann and published by Pearson UK. This book was released on 2014-11-11 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: A strong business model is the bedrock to business success. But all too often, we fail to adapt, clinging to outdated business models that are no longer delivering the results we need. The brains behind The Business Model Navigator have discovered that just 55 business models are responsible for 90% of our most successful businesses. These 55 models – from the Add-On model used by Ryanair to the Subscription model used by Spotify – provide the blueprints you need to revolutionise your business, spark innovation and drive powerful change. As well as providing a practical framework for adapting and innovating your business model, this book also includes each of the 55 models in a quick-read format that covers: What it is Who invented it and who uses it now When and how to apply it The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.

Google and the Culture of Search

Author : Ken Hillis
Publisher : Routledge
ISBN 13 : 0415883008
Total Pages : 258 pages
Book Rating : 4.4/5 (158 download)

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Book Synopsis Google and the Culture of Search by : Ken Hillis

Download or read book Google and the Culture of Search written by Ken Hillis and published by Routledge. This book was released on 2013 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Google and the Culture of Search examines the role of search technologies in shaping the contemporary digital and informational landscape. Ken Hillis and Michael Petit shed light on a culture of search in which our increasing reliance on search engines like Google, Yahoo! and Bing influences the way we navigate Web content--and how we think about ourselves and the world around us, online and off. Even as it becomes the number one internet activity, the very ubiquity of search technology naturalizes it as utilitarian and transparent--an assumption that Hillis and Petit explode in this innovative study. Commercial search engines supply an infrastructure that impacts the way we locate, prioritize, classify, and archive information on the Web, and as these search functionalities continue to make their way into our lives through mobile, GPS-based platforms and personalized results, distinctions between the virtual and the real collapse. Google--a multibillion-dollar global corporation--holds the balance of power among search providers, and the biases and individuating tendencies of its search algorithm undeniably shape our collective experience of the internet and our assumptions about the location and value of information. Google and the Culture of Search explores what is at stake for an increasingly networked culture in which search technology is a site of knowledge and power. This comprehensive study of search technology's broader implications for knowledge production and social relations is an indispensable resource for students and scholars of Internet and new media studies, the digital humanities, and information technology. "-- Provided by publisher.

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 254 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1937-08 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1972-02 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.

The Gv Model Guide

Author : Tenny Pinheiro
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781985396388
Total Pages : 80 pages
Book Rating : 4.3/5 (963 download)

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Book Synopsis The Gv Model Guide by : Tenny Pinheiro

Download or read book The Gv Model Guide written by Tenny Pinheiro and published by Createspace Independent Publishing Platform. This book was released on 2018-02-13 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a must-have to any Design Sprint Master out there in the field running Design Sprints. It is full of best-practices and straight to the point information about the Google Ventures' Design Sprint methodology.

Getting Started with Google BERT

Author : Sudharsan Ravichandiran
Publisher : Packt Publishing Ltd
ISBN 13 : 1838826238
Total Pages : 340 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Getting Started with Google BERT by : Sudharsan Ravichandiran

Download or read book Getting Started with Google BERT written by Sudharsan Ravichandiran and published by Packt Publishing Ltd. This book was released on 2021-01-22 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transformers library Key FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTDiscover how to pre-train and fine-tune BERT models for several NLP tasksBook Description BERT (bidirectional encoder representations from transformer) has revolutionized the world of natural language processing (NLP) with promising results. This book is an introductory guide that will help you get to grips with Google's BERT architecture. With a detailed explanation of the transformer architecture, this book will help you understand how the transformer’s encoder and decoder work. You’ll explore the BERT architecture by learning how the BERT model is pre-trained and how to use pre-trained BERT for downstream tasks by fine-tuning it for NLP tasks such as sentiment analysis and text summarization with the Hugging Face transformers library. As you advance, you’ll learn about different variants of BERT such as ALBERT, RoBERTa, and ELECTRA, and look at SpanBERT, which is used for NLP tasks like question answering. You'll also cover simpler and faster BERT variants based on knowledge distillation such as DistilBERT and TinyBERT. The book takes you through MBERT, XLM, and XLM-R in detail and then introduces you to sentence-BERT, which is used for obtaining sentence representation. Finally, you'll discover domain-specific BERT models such as BioBERT and ClinicalBERT, and discover an interesting variant called VideoBERT. By the end of this BERT book, you’ll be well-versed with using BERT and its variants for performing practical NLP tasks. What you will learnUnderstand the transformer model from the ground upFind out how BERT works and pre-train it using masked language model (MLM) and next sentence prediction (NSP) tasksGet hands-on with BERT by learning to generate contextual word and sentence embeddingsFine-tune BERT for downstream tasksGet to grips with ALBERT, RoBERTa, ELECTRA, and SpanBERT modelsGet the hang of the BERT models based on knowledge distillationUnderstand cross-lingual models such as XLM and XLM-RExplore Sentence-BERT, VideoBERT, and BARTWho this book is for This book is for NLP professionals and data scientists looking to simplify NLP tasks to enable efficient language understanding using BERT. A basic understanding of NLP concepts and deep learning is required to get the best out of this book.

OKR. Master the Performance Framework that Google Perfected.

Author : Saygin Celen
Publisher : Saygin Celen
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4./5 ( download)

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Book Synopsis OKR. Master the Performance Framework that Google Perfected. by : Saygin Celen

Download or read book OKR. Master the Performance Framework that Google Perfected. written by Saygin Celen and published by Saygin Celen. This book was released on 2021-07-07 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt: OKR (Objectives and Key Results) brings the art of innovation for individuals, entrepreneurs, and startups to create 10x performance by providing the know-how and discipline of goal-setting, measuring progress, taking action, and aligning the team for the top objective. OKR is a system that has become a performance and innovation management system phenomenon led by Intel and then, Google. Its beauty is in its simplicity to be immersed into your personal or company culture by applying the principles to exponentially increase your performance and innovation pace. In this book, you will learn how Google made OKRs an inseparable part of its innovation culture while going step by step over how OKRs can take your performance to the next level with also the help of design thinking, brainwriting, free online tools, and much more.

Data Science on the Google Cloud Platform

Author : Valliappa Lakshmanan
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491974532
Total Pages : 403 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Data Science on the Google Cloud Platform by : Valliappa Lakshmanan

Download or read book Data Science on the Google Cloud Platform written by Valliappa Lakshmanan and published by "O'Reilly Media, Inc.". This book was released on 2017-12-12 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you’ll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science. You’ll learn how to: Automate and schedule data ingest, using an App Engine application Create and populate a dashboard in Google Data Studio Build a real-time analysis pipeline to carry out streaming analytics Conduct interactive data exploration with Google BigQuery Create a Bayesian model on a Cloud Dataproc cluster Build a logistic regression machine-learning model with Spark Compute time-aggregate features with a Cloud Dataflow pipeline Create a high-performing prediction model with TensorFlow Use your deployed model as a microservice you can access from both batch and real-time pipelines

e-Superduper Model Composition for Primary 3

Author : Amanda Lee
Publisher : Singapore Asia Publishers Pte Ltd
ISBN 13 : 9814387029
Total Pages : 237 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis e-Superduper Model Composition for Primary 3 by : Amanda Lee

Download or read book e-Superduper Model Composition for Primary 3 written by Amanda Lee and published by Singapore Asia Publishers Pte Ltd. This book was released on 2013-05-28 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Superduper Model Compositions is a collection of compositions specially compiled with the aim of assisting students in their writing. This book comprises 200 model compositions, which are organized according to different themes, and hence serves as a reference book for ideas for similar topics. The various styles of writing on different subjects provide the students with the knowledge in planning and developing their own writing. The vivid descriptions give life and spirit to the compositions, making this collection ideal for leisure reading as well. Appendices are added at the end of the book, providing students with useful information on Word Forms, Country, People and Language, Commonly Used Phrasal Verbs, Similes, Idioms and Proverbs. It is hoped that the students will find this book helpful and the materials beneficial in their efforts to improve their language skills and to write more effectively.

Score Plus CBSE Question Bank and Sample Question Paper with Model Test Papers in Physics (Subject Code 042) CBSE Term II Exam 2021-22 for Class XII

Download Score Plus CBSE Question Bank and Sample Question Paper with Model Test Papers in Physics (Subject Code 042) CBSE Term II Exam 2021-22 for Class XII PDF Online Free

Author : ◆ Richa Bhatia
Publisher : Goyal Brothers Prakashan
ISBN 13 : 9392530390
Total Pages : pages
Book Rating : 4.3/5 (925 download)

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Book Synopsis Score Plus CBSE Question Bank and Sample Question Paper with Model Test Papers in Physics (Subject Code 042) CBSE Term II Exam 2021-22 for Class XII by : ◆ Richa Bhatia

Download or read book Score Plus CBSE Question Bank and Sample Question Paper with Model Test Papers in Physics (Subject Code 042) CBSE Term II Exam 2021-22 for Class XII written by ◆ Richa Bhatia and published by Goyal Brothers Prakashan. This book was released on 2022-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Score Plus CBSE Question Bank and Sample Question Paper with Model Test Papers in Physics (Subject Code 042) CBSE Term II Exam 2021-22 for Class XII As per the latest CBSE Reduced Syllabus, Design of the Questions Paper, and the latest CBSE Sample Question Paper for the Board Examinations to be held in 2021. The latest CBSE Sample Question Paper 2020-21 (Solved) along with the marking scheme, released by the CBSE in October 2020 for the Board Examinations to be held in 2021. 10 Sample Papers (Solved) based on the latest Reduced Syllabus, Design of the Question Paper and the latest CBSE Sample Question Paper for the Board Examinations to be held in 2021. 10 Model Test Papers (Unsolved) based on the latest Reduced Syllabus, Design of the Question Paper and the latest CBSE Sample Question Paper for the Board Examinations to be held in 2021. Goyal Brothers Prakashan

Flexible Views for View-based Model-driven Development

Author : Burger, Erik
Publisher : KIT Scientific Publishing
ISBN 13 : 3731502763
Total Pages : 362 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Flexible Views for View-based Model-driven Development by : Burger, Erik

Download or read book Flexible Views for View-based Model-driven Development written by Burger, Erik and published by KIT Scientific Publishing. This book was released on 2014-11-14 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern software development faces the problem of fragmentation of information across heterogeneous artefacts in different modelling and programming languages. In this dissertation, the Vitruvius approach for view-based engineering is presented. Flexible views offer a compact definition of user-specific views on software systems, and can be defined the novel ModelJoin language. The process is supported by a change metamodel for metamodel evolution and change impact analysis.

Up and Running Google AutoML and AI Platform: Building Machine Learning and NLP Models Using AutoML and AI Platform for Production Environment (English Edition)

Download Up and Running Google AutoML and AI Platform: Building Machine Learning and NLP Models Using AutoML and AI Platform for Production Environment (English Edition) PDF Online Free

Author : Navin Sabharwal
Publisher : BPB Publications
ISBN 13 : 9388511921
Total Pages : 159 pages
Book Rating : 4.3/5 (885 download)

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Book Synopsis Up and Running Google AutoML and AI Platform: Building Machine Learning and NLP Models Using AutoML and AI Platform for Production Environment (English Edition) by : Navin Sabharwal

Download or read book Up and Running Google AutoML and AI Platform: Building Machine Learning and NLP Models Using AutoML and AI Platform for Production Environment (English Edition) written by Navin Sabharwal and published by BPB Publications. This book was released on 2021-01-05 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: A step-by-step guide to build machine learning and NLP models using Google AutoML KEY FEATURESÊ ¥Understand the basic concepts of Machine Learning and Natural Language Processing ¥Understand the basic concepts of Google AutoML, AI Platform, and Tensorflow ¥Explore the Google AutoML Natural Language service ¥Understand how to implement NLP models like Issue Categorization Systems using AutoML ¥Understand how to release the features of AutoML models as REST APIs for other applications ¥Understand how to implement the NLP models using the Google AI Platform DESCRIPTIONÊÊ Google AutoML and AI Platform provide an innovative way to build an AI-based system with less effort. In this book, you will learn about the basic concepts of Machine Learning and Natural Language Processing. You will also learn about the Google AI services such as AutoML, AI Platform, and Tensorflow, GoogleÕs deep learning library, along with some practical examples using these services in real-life scenarios. You will also learn how the AutoML Natural Language service and AI Platform can be used to build NLP and Machine Learning models and how their features can be released as REST APIs for other applications. In this book, you will also learn the usage of GoogleÕs BigQuery, DataPrep, and DataProc for building an end-to-end machine learning pipeline. Ê This book will give you an in-depth knowledge of Google AutoML and AI Platform by implementing real-life examples such as the Issue Categorization System, Sentiment Analysis, and Loan Default Prediction System. This book is relevant to the developers, cloud enthusiasts, and cloud architects at the beginner and intermediate levels. WHAT YOU WILL LEARNÊ By the end of this book, you will learn how Google AutoML, AI Platform, BigQuery, DataPrep, and Dapaproc can be used to build an end-to-end machine learning pipeline. You will also learn how different types of AI problems can be solved using these Google AI services. A step-by-step implementation of some common NLP problems such as the Issue Categorization System and Sentiment Analysis System that provide you with hands-on experience in building complex AI-based systems by easily leveraging the GCP AI services. Ê WHO IS THIS BOOK FORÊ This book is for machine learning engineers, NLP users, and data professionals who want to develop and streamline their ML models and put them into production using Google AI services. Prior knowledge of python programming and the basics of machine learning would be preferred. TABLE OF CONTENTS 1. Introduction to Artificial Intelligence 2. Introducing the Google Cloud Platform 3. AutoML Natural Language 4. Google AI Platform 5. Google Data Analysis, Preparation, and Processing Services AUTHOR BIOÊ Navin Sabharwal: Navin is an innovator, leader, author, and consultant in AI and Machine Learning, Cloud Computing, Big Data Analytics, Software Product Development, Engineering, and R&D. He has authored books on technologies such as GCP, AWS, Azure, AI and Machine Learning systems, IBM Watson, chef, GKE, Containers, and Microservices. He is reachable at [email protected]. Amit Agrawal: Amit holds a masterÕs degree in Computer Science and Engineering from MNNIT (Motilal Nehru National Institute of Technology, Allahabad), one of the premier institutes of Engineering in India. He is working as a principal Data Scientist and researcher, delivering solutions in the fields of AI and Machine Learning. He is responsible for designing end-to-end solutions and architecture for enterprise products. He is reachable at [email protected].

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 312 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1954-05 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 202 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1967-07 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1926-10 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.

Popular Mechanics

Author :
Publisher :
ISBN 13 :
Total Pages : 256 pages
Book Rating : 4./5 ( download)

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Book Synopsis Popular Mechanics by :

Download or read book Popular Mechanics written by and published by . This book was released on 1965-10 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Popular Mechanics inspires, instructs and influences readers to help them master the modern world. Whether it’s practical DIY home-improvement tips, gadgets and digital technology, information on the newest cars or the latest breakthroughs in science -- PM is the ultimate guide to our high-tech lifestyle.