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Sustainable Quality

The Data Mirage

TensorFlow 2 Reinforcement Learning Cookbook

Getting Started with Google BERT

Microsoft Power Apps Cookbook

Transformers for Natural Language Processing

Machine Learning with TensorFlow, Second Edition

Deep Learning with Structured Data

AI and Analytics at Scale

Hands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing

MySQL Concurrency: Locking and Transactions for MySQL Developers and DBAs

TensorFlow 2.x in the Colaboratory Cloud: An Introduction to Deep Learning on Google’s Cloud Service

High Performance SQL Server: Consistent Response for Mission-Critical Applications

Machine Learning for Kids

IBM Power Systems H922 and H924 Technical Overview and Introduction

Data Accelerator for AI and Analytics

Privileged Access Management for Secure Storage Administration: IBM Spectrum Scale with IBM Security Verify Privilege Vault

IBM Integrated Synchronization: Incremental Updates Unleashed

Introduction to Business Analytics, Second Edition

Sustainability Reporting and Communications

SAS Visual Analytics for SAS Viya

The Data Detective's Toolkit

AI in Talent Development

MongoDB Fundamentals

Microsoft Power Platform Functional Consultant: PL-200 Exam Guide

Hands-On Image Generation with TensorFlow

Mastering Reinforcement Learning with Python

Python Data Cleaning Cookbook

Dimensional Analysis and Similarity in Fluid Mechanics

Fighting Churn with Data

Sustainable Quality

Author
Release Date 2021/01
The book is based on a new quality model and explains why a positive culture is a prerequisite to sustainable quality improvement.Today, the concept of using quality as a competitive advantage has been diminished or even lost completely. It is not that there is a lack of quality improvement models, ....
The Data Mirage

Author
Release Date 2021/01
The Data Mirage: Why Companies Fail to Actually Use Their Data is a business book for executives and leaders who want to unlock more insights from their data and make better decisions.The importance of data doesn’t need an introduction or a fancy pitch deck. Data plays a critical role in helping com....
TensorFlow 2 Reinforcement Learning Cookbook

Author
Release Date 2021/01
Discover recipes for developing AI applications to solve a variety of real-world business problems using reinforcement learningKey FeaturesDevelop and deploy deep reinforcement learning-based solutions to production pipelines, products, and servicesExplore popular reinforcement learning algorithms s....
Getting Started with Google BERT

Author
Release Date 2021/01
Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face's transformers libraryKey FeaturesExplore the encoder and decoder of the transformer modelBecome well-versed with BERT along with ALBERT, RoBERTa, and DistilBERTD....
Microsoft Power Apps Cookbook

Author
Release Date 2021/01
Practical recipes that go beyond official documentation to help you create custom solutions, automate processes, and extend the platform's capabilities using Power Apps, Power Automate, Component Framework, and Dataverse for TeamsKey FeaturesImprove business operations by creating impactful Power A....
Transformers for Natural Language Processing

Author
Release Date 2021/01
Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network modelsKey FeaturesBuild and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outp....
Machine Learning with TensorFlow, Second Edition

Author
Release Date 2021/01
Machine Learning with TensorFlow, Second Edition is a fully revised guide to building machine learning models using Python and TensorFlow. You’ll apply core ML concepts to real-world challenges, such as sentiment analysis, text classification, and image recognition. Hands-on examples illustrate neur....
Deep Learning with Structured Data

Author
Release Date 2021/01
Deep Learning with Structured Data teaches you powerful data analysis techniques for tabular data and relational databases. Get started using a dataset based on the Toronto transit system. As you work through the book, you’ll learn how easy it is to set up tabular data for deep learning, while solvi....
AI and Analytics at Scale

Author
Release Date 2021/01
Getting large-scale data-driven applications for AI and analytics into production doesn't have to be challenging. Technical managers, senior technologists, and implementers today often overlook fundamental aspects of design and data infrastructure—aspects that can make the difference between failed....
Hands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing

Author
Release Date 2021/01
Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning.The book begins with an overview of the technology landscape behind BERT. It takes you thro....
MySQL Concurrency: Locking and Transactions for MySQL Developers and DBAs

Author
Release Date 2021/01
Know how locks work in MySQL and how they relate to transactions. This book explains the major role that locks play in database systems, showing how locks are essential in allowing high-concurrency workloads. You will learn about lock access levels and lock granularities from the user level as well ....
TensorFlow 2.x in the Colaboratory Cloud: An Introduction to Deep Learning on Google’s Cloud Service

Author
Release Date 2021/01
Use TensorFlow 2.x with Google's Colaboratory (Colab) product that offers a free cloud service for Python programmers. Colab is especially well suited as a platform for TensorFlow 2.x deep learning applications. You will learn Colab’s default install of the most current TensorFlow 2.x along w....
High Performance SQL Server: Consistent Response for Mission-Critical Applications

Author
Release Date 2021/01
Design and configure SQL Server instances and databases in support of high-throughput, mission-critical applications providing consistent response times in the face of variations in numbers of users and query volumes. In this new edition, with over 100 pages of additional content, every original cha....
Machine Learning for Kids

Author
Release Date 2021/01
Artificial intelligence (AI) is the ability of computers to simulate human thinking. Machine learning (ML) is one of the building blocks of AI. It’s based on the idea that computers can be taught to do things on their own from the data and feedback you give them.Machine Learning for Kids consists of....
IBM Power Systems H922 and H924 Technical Overview and Introduction

Author
Release Date 2021/01
This IBM® Redpaper™ publication is a comprehensive guide that covers the IBM Power System H922 (9223-22S), and IBM Power System H924 (9223-42S) servers that support memory-intensive workloads, such as SAP HANA, and deliver superior price and performance for mission-critical applications in IBM AIX®,....
Data Accelerator for AI and Analytics

Author
Release Date 2021/01
This IBM® Redpaper publication focuses on data orchestration in enterprise data pipelines. It provides details about data orchestration and how to address typical challenges that customers face when dealing with large and ever-growing amounts of data for data analytics. While the amount of data incr....
Privileged Access Management for Secure Storage Administration: IBM Spectrum Scale with IBM Security Verify Privilege Vault

Author
Release Date 2021/01
There is a growing insider security risk to organizations. Human error, privilege misuse, and cyberespionage are considered the top insider threats. One of the most dangerous internal security threats is the privileged user with access to critical data, which is the "crown jewels" of the organizatio....
IBM Integrated Synchronization: Incremental Updates Unleashed

Author
Release Date 2021/01
The IBM® Db2® Analytics Accelerator (Accelerator) is a logical extension of Db2 for IBM z/OS® that provides a high-speed query engine that efficiently and cost-effectively runs analytics workloads. The Accelerator is an integrated back-end component of Db2 for z/OS. Together, they provide a hybrid w....
Introduction to Business Analytics, Second Edition

Author
Release Date 2020/12
This book presents key concepts related to quantitative analysis in business.It is targeted at business students (both undergraduate and graduate) taking an introductory core course. Business analytics has grown to be a key topic in business curricula, and there is a need for stronger quantitative s....
Sustainability Reporting and Communications

Author
Release Date 2020/12
This book is intended to be a practical introduction to sustainability reporting and communications that begins by discussing material legal and regulatory considerations and the some of the major sustainability reporting frameworks and then continues with detailed illustrations of how companies mig....
SAS Visual Analytics for SAS Viya

Author
Release Date 2020/12
Discover your data and create reports in an elegant and intuitive web-based interface!SAS Visual Analytics for SAS Viya is a practical guide designed to get you started investigating your data and creating reports with SAS Visual Analytics, a web-based tool that enables you to explore huge volumes o....
The Data Detective's Toolkit

Author
Release Date 2020/12
Reduce the cost and time of cleaning, managing, and preparing research data while also improving data quality! Have you ever wished there was an easy way to reduce your workload and improve the quality of your data? The Data Detective’s Toolkit: Cutting-Edge Techniques and SAS Macros to Clean, Pr....
AI in Talent Development

Author
Release Date 2020/12
Creating Transparent AIFrom agriculture to transportation, entertainment to medicine, and banking to social media, artificial intelligence (AI) is changing how humans do practically everything. We experience AI in our daily lives through our fitness trackers, home digital assistant systems, and cura....
MongoDB Fundamentals

Author
Release Date 2020/12
Learn how to deploy and monitor databases in the cloud, manipulate documents, visualize data, and build applications running on MongoDB using Node.jsKey FeaturesLearn the fundamentals of NoSQL databases with MongoDBCreate, manage, and optimize a MongoDB database in the cloud using AtlasUse a real-wo....
Microsoft Power Platform Functional Consultant: PL-200 Exam Guide

Author
Release Date 2020/12
Get up to speed with expert tips, techniques, and the latest insights to confidently take the PL-200 examKey FeaturesLearn effectively with the help of self-assessment questions, mock tests, and detailed explanations in this up-to-date study guideAddress the challenges faced by a functional consulta....
Hands-On Image Generation with TensorFlow

Author
Release Date 2020/12
Implement various state-of-the-art architectures, such as GANs and autoencoders, for image generation using TensorFlow 2.x from scratchKey FeaturesUnderstand the different architectures for image generation, including autoencoders and GANsBuild models that can edit an image of your face, turn photos....
Mastering Reinforcement Learning with Python

Author
Release Date 2020/12
Get hands-on experience in creating state-of-the-art reinforcement learning agents using TensorFlow and RLlib to solve complex real-world business and industry problems with the help of expert tips and best practicesKey FeaturesUnderstand how large-scale state-of-the-art RL algorithms and approaches....
Python Data Cleaning Cookbook

Author
Release Date 2020/12
Discover how to describe your data in detail, identify data issues, and find out how to solve them using commonly used techniques and tips and tricksKey FeaturesGet well-versed with various data cleaning techniques to reveal key insightsManipulate data of different complexities to shape them into th....
Dimensional Analysis and Similarity in Fluid Mechanics

Author
Release Date 2020/12
Dimensional analysis is the basis for the determination of laws that allow the experimental results obtained on a model to be transposed to the fluid system at full scale (a prototype). The similarity in fluid mechanics then allows for better redefinition of the analysis by removing dimensionless el....
Fighting Churn with Data

Author
Release Date 2020/12
Fighting Churn with Data teaches developers and data scientists proven techniques for stopping churn before it happens. Packed with real-world use cases and examples, this book teaches you to convert raw data into measurable behavior metrics, calculate customer lifetime value, and improve churn fore....

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