Wee Tok's Books

Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition

By: Valentine Fontama,Roger Barga,Wee Hyong Tok

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Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition

By: Valentine Fontama,Roger Barga,Wee Hyong Tok

Predictive Analytics with Microsoft Azure Machine Learning, Second Edition is a practical tutorial introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. The book provides a thorough overview of the Microsoft Azure Machine Learning service released for general availability on February 18th, 2015 with practical guidance for building recommenders, propensity models, and churn and predictive maintenance models. The authors use task oriented descriptions and concrete end-to-end examples to ensure that the reader can immediately begin using this new service. The book describes all aspects of the service from data ingress to applying machine learning, evaluating the models, and deploying them as web services. Learn how you can quickly build and deploy sophisticated predictive models with the new Azure Machine Learning from Microsoft. What’s New in the Second Edition? Five new chapters have been added with practical detailed coverage of: Python Integration – a new feature announced February 2015 Data preparation and feature selection Data visualization with Power BI Recommendation engines Selling your models on Azure Marketplace

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Page Count

303

Publisher

Apress

Published Date

ISBN 10

1484212002

ISBN 13

9781484212004

Practical Weak Supervision

By: Wee Hyong Tok,Amit Bahree,Senja Filipi

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Practical Weak Supervision

By: Wee Hyong Tok,Amit Bahree,Senja Filipi

Most data scientists and engineers today rely on quality labeled data to train machine learning models. But building a training set manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Wee Hyong Tok, Amit Bahree, and Senja Filipi show you how to create products using weakly supervised learning models. You'll learn how to build natural language processing and computer vision projects using weakly labeled datasets from Snorkel, a spin-off from the Stanford AI Lab. Because so many companies have pursued ML projects that never go beyond their labs, this book also provides a guide on how to ship the deep learning models you build. Get up to speed on the field of weak supervision, including ways to use it as part of the data science process Use Snorkel AI for weak supervision and data programming Get code examples for using Snorkel to label text and image datasets Use a weakly labeled dataset for text and image classification Learn practical considerations for using Snorkel with large datasets and using Spark clusters to scale labeling

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192

Publisher

"O'Reilly Media, Inc."

Published Date

ISBN 10

1492077011

ISBN 13

9781492077015

Introducing Microsoft Azure HDInsight

By: Avkash Chauhan,Valentine Fontama,Michele Hart,Wee-Hyong Tok,Buck Woody

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Introducing Microsoft Azure HDInsight

By: Avkash Chauhan,Valentine Fontama,Michele Hart,Wee-Hyong Tok,Buck Woody

Microsoft Azure HDInsight is Microsoft’s 100 percent compliant distribution of Apache Hadoop on Microsoft Azure. This means that standard Hadoop concepts and technologies apply, so learning the Hadoop stack helps you learn the HDInsight service. At the time of this writing, HDInsight (version 3.0) uses Hadoop version 2.2 and Hortonworks Data Platform 2.0. In Introducing Microsoft Azure HDInsight, we cover what big data really means, how you can use it to your advantage in your company or organization, and one of the services you can use to do that quickly–specifically, Microsoft’s HDInsight service. We start with an overview of big data and Hadoop, but we don’t emphasize only concepts in this book–we want you to jump in and get your hands dirty working with HDInsight in a practical way. To help you learn and even implement HDInsight right away, we focus on a specific use case that applies to almost any organization and demonstrate a process that you can follow along with. We also help you learn more. In the last chapter, we look ahead at the future of HDInsight and give you recommendations for self-learning so that you can dive deeper into important concepts and round out your education on working with big data.

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Page Count

130

Publisher

Microsoft Press

Published Date

ISBN 10

0133965910

ISBN 13

9780133965919

Practical Automated Machine Learning on Azure

Using Azure Machine Learning to Quickly Build AI Solutions

By: Deepak Mukunthu,Parashar Shah,Wee Hyong Tok

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Practical Automated Machine Learning on Azure

Using Azure Machine Learning to Quickly Build AI Solutions

By: Deepak Mukunthu,Parashar Shah,Wee Hyong Tok

Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how customers are solving real-world problems with this technology. Building machine-learning models is an iterative and time-consuming process. Even those who know how to create ML models may be limited in how much they can explore. Once you complete this book, you’ll understand how to apply AutoML to your data right away. Learn how companies in different industries are benefiting from AutoML Get started with AutoML using Azure Explore aspects such as algorithm selection, auto featurization, and hyperparameter tuning Understand how data analysts, BI professions, developers can use AutoML in their familiar tools and experiences Learn how to get started using AutoML for use cases including classification, regression, and forecasting.

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199

Publisher

O'Reilly Media

Published Date

ISBN 10

1492055565

ISBN 13

9781492055563

Deep Learning with Azure

Building and Deploying Artificial Intelligence Solutions on the Microsoft AI Platform

By: Mathew Salvaris,Danielle Dean,Wee Hyong Tok

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Deep Learning with Azure

Building and Deploying Artificial Intelligence Solutions on the Microsoft AI Platform

By: Mathew Salvaris,Danielle Dean,Wee Hyong Tok

Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer. Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no longer a question of should I build AI into my business, but more about where do I begin and how do I get started with AI? Written by expert data scientists at Microsoft, Deep Learning with the Microsoft AI Platform helps you with the how-to of doing deep learning on Azure and leveraging deep learning to create innovative and intelligent solutions. Benefit from guidance on where to begin your AI adventure, and learn how the cloud provides you with all the tools, infrastructure, and services you need to do AI. What You'll Learn Become familiar with the tools, infrastructure, and services available for deep learning on Microsoft Azure such as Azure Machine Learning services and Batch AI Use pre-built AI capabilities (Computer Vision, OCR, gender, emotion, landmark detection, and more) Understand the common deep learning models, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), generative adversarial networks (GANs) with sample code and understand how the field is evolving Discover the options for training and operationalizing deep learning models on Azure Who This Book Is For Professional data scientists who are interested in learning more about deep learning and how to use the Microsoft AI platform. Some experience with Python is helpful.

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298

Publisher

Apress

Published Date

ISBN 10

1484236793

ISBN 13

9781484236796

Microsoft SQL Server 2012 Integration Services

By: Wee-Hyong Tok,Rakesh Parida,Matt Masson,Xiaoning Ding

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Microsoft SQL Server 2012 Integration Services

By: Wee-Hyong Tok,Rakesh Parida,Matt Masson,Xiaoning Ding

Build and manage data integration solutions with expert guidance from the Microsoft SQL Server Integration Services (SSIS) team. See best practices in action and dive deep into the SSIS engine, SSISDB catalog, and security features. Using the developer enhancements in SQL Server 2012 and the flexible SSIS toolset, you’ll handle complex data integration scenarios more efficiently—and acquire the skills you need to build comprehensive solutions. Discover how to: Use SSIS to extract, transform, and load data from multiple data sources Apply best practices to optimize package and project configuration and deployment Manage security settings in the SSISDB catalog and control package access Work with SSIS data quality features to profile, cleanse, and increase reliability Monitor, troubleshoot, and tune SSIS solutions with advanced features such as detailed views and data taps Load data incrementally to capture an easily consumable stream of insert, update, and delete activity

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Page Count

963

Publisher

Pearson Education

Published Date

ISBN 10

0735669910

ISBN 13

9780735669918

A Peranakan Legacy

The Heritage of the Straits Chinese

By: Peter Wee

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A Peranakan Legacy

The Heritage of the Straits Chinese

By: Peter Wee

A Peranakan Legacy captures the rich heritage of a fast disappearing way of life and put on record many traditions and practices which were previously handed only down from generation to generation. The term ‘Baba’ is used to refer to the Straits-born Chinese or Peranakans. The Babas boast a unique culture and way of life that is an amalgamation of Chinese and Malay customs and etiquette. Their culture is perhaps best captured in the beautiful clothing, stunning jewellery, pretty porcelain and other artefacts used in daily living. Girls were taught, from a young age, how to cook a variety of elaborate meals as well as crafts such as beading and embroidery. The result is a rich legacy of splendid kebayas (embroidered blouses), beadwork and various other items. Through lavish, full-colour photographs of Peranakan artefacts and clothing, this book explains the origins of the various customs and traditions. While some customs are still practiced today, other more complicated ones have disappeared as modern babas adapted to contemporary lifestyles which are deemed more convenient and practical.

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Page Count

282

Publisher

Marshall Cavendish International Asia Pte Ltd

Published Date

ISBN 10

9814677531

ISBN 13

9789814677530

Language Without Rights

By: Lionel Wee

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Language Without Rights

By: Lionel Wee

A book-length critique of the concept of language rights and an exploration of language in social life.

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Page Count

229

Publisher

Oxford University Press

Published Date

ISBN 10

0199737428

ISBN 13

9780199737420

Sociolinguistics of the Korean Wave

Hallyu and Soft Power

By: Nora Samosir,Lionel Wee

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Sociolinguistics of the Korean Wave

Hallyu and Soft Power

By: Nora Samosir,Lionel Wee

Samosir and Wee examine how the immensely popular Korean Wave ("K-wave") also known as Hallyu is wielded as soft power through the use of communication for persuasion and attraction on the global stage. The Korean Wave refers to the global spread and popularity of South Korean culture, particularly its pop music ("K-pop"), serialised dramas ("K-dramas") and films ("K-films"). Given the South Korean government’s involvement in providing funding and publicity, the Korean Wave raises interesting sociolinguistic questions about the relationship between artistry and citizenship, the use of social media in facilitating the consumption of cultural products, and, ultimately, the nature of soft power itself. Studies of soft power have tended to come from the field of international relations. This book shows that sociolinguistics actually has a number of tools in its conceptual arsenal – such as indexicality, stance taking, affect, and styling – that can shed light on the Korean Wave as a form of soft power. As the first book-length sociolinguistic analysis of the Korean Wave and soft power, this book demonstrates how K-pop, K-dramas, and K-films have been able to encourage in consumers an anthropological stance towards all things Korean. This volume will be of particular interest to students and scholars in sociolinguistics, political science, cultural studies, and Korean studies.

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Page Count

150

Publisher

Taylor & Francis

Published Date

ISBN 10

1003830935

ISBN 13

9781003830931

Growing Up In A Nyonya Kitchen

By: Sharon Wee

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Growing Up In A Nyonya Kitchen

By: Sharon Wee

Growing Up in a Nonya Kitchen provides a rare and insightful view into the daily life of a Peranakan family harking back to the early 20th century. With comprehensive chapters dedicated to documenting cooking utensils, essential ingredients, the Nonya’s agak agak (estimating) philosophy, as well as Chinese New Year and other festive dishes, baked goods and Nonya kuehs, Growing Up in a Nonya Kitchen is a volume to read and treasure for anyone looking for an in-depth understanding of the Peranakan (and Singapore) food heritage. Note to readers: This is a newly uploaded ebook file for 2021, that corrects formatting issues

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313

Publisher

Marshall Cavendish International Asia Pte Ltd

Published Date

ISBN 10

9814435007

ISBN 13

9789814435000

Grid Computing in Life Sciences

LSGRID2005, the Second International Life Science Grid Workshop, Biopolis, Singapore, 5-6 May 2005

By: Tin Wee Tan,Peter Arzberger,Akihiko Konagaya

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Grid Computing in Life Sciences

LSGRID2005, the Second International Life Science Grid Workshop, Biopolis, Singapore, 5-6 May 2005

By: Tin Wee Tan,Peter Arzberger,Akihiko Konagaya

This is the second volume in the series of proceedings from the International Workshop on Life Science Grid. It represents the few, if not the only, dedicated proceedings volumes that gathers together the presentations of leaders in the emerging sub-discipline of grid computing for the life sciences.The volume covers the latest developments, trends and trajectories in life science grid computing from top names in bioinformatics and computational biology: A Konagaya; J C Wooley of the National Science Foundation (NSF) and DoE thought leader in supercomputing and life science computing, and one of the key people in the NSF CIBIO initiative; P Arzberger of PRAGMA fame; and R Sinnott of UK e-Science.

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246

Publisher

World Scientific

Published Date

ISBN 10

9812703780

ISBN 13

9789812703781

Selected Topics in Nanoscience and Nanotechnology

By: Andrew T. S. Wee

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Selected Topics in Nanoscience and Nanotechnology

By: Andrew T. S. Wee

Selected Topics in Nanoscience and Nanotechnology contains a collection of papers in the subfields of scanning probe microscopy, nanofabrication, functional nanoparticles and nanomaterials, molecular engineering and bionanotechnology. Written by experts in their respective fields, it is intended for a general scientific readership who may be non-specialists in these subjects, but who want a reasonably comprehensive introduction to them. This volume is also suitable as resource material for a senior undergraduate or introductory graduate course in nanoscience and nanotechnology.The review articles have been published in journal COSMOS Vol 3 & 4.

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Page Count

268

Publisher

World Scientific

Published Date

ISBN 10

9812839550

ISBN 13

9789812839558

Science at the Nanoscale

An Introductory Textbook

By: Chin Wee Shong,Chorng Haur Sow,Andrew T. S. Wee

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Science at the Nanoscale

An Introductory Textbook

By: Chin Wee Shong,Chorng Haur Sow,Andrew T. S. Wee

Nanotechnology is one of the most important growth areas of this century. This book aims to introduce the various basic principles and knowledge needed for students to understand science at the nanoscale.--[book cover].

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226

Publisher

Pan Stanford Publishing

Published Date

ISBN 10

9814241032

ISBN 13

9789814241038

The Celestial Zone X Dimension Vol.19

Destroyer Rave

By: Wee Tian Beng

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The Celestial Zone X Dimension Vol.19

Destroyer Rave

By: Wee Tian Beng

An adventurous tale where a group of Eastern and Western righteous youths join forces to protect commoners from the powerful evil realm! The Celestial Zone X is set during the war of a Western period. Besides exciting fighting scenes between good and evil, there are also kinship, friendship and love stories between different characters. These touching stories are sure to touch your heartstrings. The breakthrough creativity in The Celestial Zone X will definitely bring you into new realms of imagination of the Eastern and Western cultures! In The Celestial Zone X Vol. 19, Xing Ling discovers Chi Xue's weakness and inflicts her with serious injuries. However, a sudden change in Chi Xue's blood may spell a surprising turn of events...

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TCZ Studio Pte Ltd

Published Date

ISBN 10

9814707287

ISBN 13

9789814707282

Practical Weak Supervision

By: Wee Hyong Tok,Amit Bahree,Senja Filipi

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Practical Weak Supervision

By: Wee Hyong Tok,Amit Bahree,Senja Filipi

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Solve jigsaw puzzle

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Page Count

192

Publisher

"O'Reilly Media, Inc."

Published Date

ISBN 10

1492077011

ISBN 13

9781492077015

Book's by Wee Tok

Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition

Predictive Analytics with Microsoft Azure Machine Learning 2nd Edition

Practical Weak Supervision

Practical Weak Supervision

Introducing Microsoft Azure HDInsight

Introducing Microsoft Azure HDInsight

Practical Automated Machine Learning on Azure

Practical Automated Machine Learning on Azure

Deep Learning with Azure

Deep Learning with Azure

Microsoft SQL Server 2012 Integration Services

Microsoft SQL Server 2012 Integration Services

A Peranakan Legacy

A Peranakan Legacy

Language Without Rights

Language Without Rights

Sociolinguistics of the Korean Wave

Sociolinguistics of the Korean Wave

Growing Up In A Nyonya Kitchen

Growing Up In A Nyonya Kitchen

Grid Computing in Life Sciences

Grid Computing in Life Sciences

Selected Topics in Nanoscience and Nanotechnology

Selected Topics in Nanoscience and Nanotechnology

Science at the Nanoscale

Science at the Nanoscale

The Celestial Zone X Dimension Vol.19

The Celestial Zone X Dimension Vol.19

Practical Weak Supervision

Practical Weak Supervision

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