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Dimensional Analysis and Similarity in Fluid Mechanics

Fighting Churn with Data

Grokking Deep Reinforcement Learning

Managing Data Orchestration and Integration at Scale

Kevin Poskitt, Ginger Gatling

What Is Data Governance? Understanding the Business Impact

Andy Petrella

Flow Architectures

James Urquhart

Practical AI on the Google Cloud Platform

Micheal Lanham

The Self-Service Data Roadmap

Sandeep Uttamchandani

Blueprints for Text Analytics Using Python

Jens Albrecht, Sidharth Ramachandran, Christian Wink

Beginning T-SQL: A Step-by-Step Approach

Introducing Microsoft Access Using Macro Programming Techniques: An Introduction to Desktop Database Development by Example

Deploy Machine Learning Models to Production: With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform

ML.NET Revealed: Simple Tools for Applying Machine Learning to Your Applications

Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes

Deep Reinforcement Learning in Unity: With Unity ML Toolkit

Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle

Pro SQL Server Relational Database Design and Implementation: Best Practices for Scalability and Performance

Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics

Implementing AI Systems: Transform Your Business in 6 Steps

Custom Fiori Applications in SAP HANA: Design, Develop, and Deploy Fiori Applications for the Enterprise

Sergio Guerrero

Beginning Game AI with Unity: Programming Artificial Intelligence with C#

Google Data Studio for Beginners: Start Making Your Data Actionable

Applied Regression Modeling, 3rd Edition

Machine Learning Design Patterns

Valliappa Lakshmanan, Sara Robinson, Michael Munn

Hoshin Kanri

Modernizing Applications with IBM CICS

Exam Ref PL-900 Microsoft Power Platform Fundamentals

Craig Zacker

Database Design for Mere Mortals: 25th Anniversary Edition, 4th Edition

Michael J. Hernandez

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....
Grokking Deep Reinforcement Learning

Author
Release Date 2020/12
Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems. This book combines annotated Python code with intuitive explanations to explore DRL techniques. You'll see how algorithms function and learn to develop your own DRL agents using evaluative ....
Managing Data Orchestration and Integration at Scale

Author Kevin Poskitt , Ginger Gatling
Release Date 2020/12
Why is data integration still a challenge today? And what does data orchestration mean? In this report, Kevin Poskitt and Ginger Gatling from SAP provide in-depth examples that show how companies have evolved from using data integration to data orchestration. By combining....
What Is Data Governance? Understanding the Business Impact

Author Andy Petrella
Release Date 2020/12
Data isn't just a commodity. It's a capital asset for driving businesses, creating value, and inspiring new ventures. Like money, data must be treated sustainably and with a serious dose of respect. Once you govern it properly and instill confidence in its quality, data....
Flow Architectures

Author James Urquhart
Release Date 2020/12
Dominated by streaming data and events, the next generation of software development optimizes not only how technology interacts but also how businesses integrate with one another to meet customer needs. This phenomenon, called flow, consists of patterns and standards that....
Practical AI on the Google Cloud Platform

Author Micheal Lanham
Release Date 2020/12
AI is complicated, but cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. In this book, AI novices will learn how to use Google’s AI-powered cloud services to do everything....
The Self-Service Data Roadmap

Author Sandeep Uttamchandani
Release Date 2020/12
The world’s most valuable resource is data. Companies across all industry verticals are using data-driven insights as a key competitive advantage. But the time required for transforming raw data to insights can take days or weeks when you want it in minutes or hour....
Blueprints for Text Analytics Using Python

Author Jens Albrecht , Sidharth Ramachandran , Christian Wink
Release Date 2020/12
Turning text into valuable information is essential for many businesses looking to gain a competitive advantage. There have been many improvements in natural language processing and users have a lot of options when choosing to work on a problem. However, it’s not always c....
Beginning T-SQL: A Step-by-Step Approach

Author
Release Date 2020/12
Get a performance-oriented introduction to the T-SQL language underlying the Microsoft SQL Server and Azure SQL database engines. This fourth edition is updated to include SQL Notebooks as well as up-to-date syntax and features for T-SQL on-premises and in the Azure cloud. Exercises and examples now....
Introducing Microsoft Access Using Macro Programming Techniques: An Introduction to Desktop Database Development by Example

Author
Release Date 2020/12
Learn Microsoft Access by building a powerful database application from start to finish.Microsoft Access ships with every version of Office, from Office 2019 to Office 365 Home and Personal editions. Most people understand the value of having a reliable contact database, but few realize that A....
Deploy Machine Learning Models to Production: With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform

Author
Release Date 2020/12
Build and deploy machine learning and deep learning models in production with end-to-end examples.This book begins with a focus on the machine learning model deployment process and its related challenges. Next, it covers the process of building and deploying machine learning models using diffe....
ML.NET Revealed: Simple Tools for Applying Machine Learning to Your Applications

Author
Release Date 2020/12
Get introduced to ML.NET, a new open source, cross-platform machine learning framework from Microsoft that is intended to democratize machine learning and enable as many developers as possible.Dive in to learn how ML.NET is designed to encapsulate complex algorithms, making it easy to consume them i....
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes

Author
Release Date 2020/12
This updated second edition offers a guided tour of machine learning algorithms and architecture design. It provides real-world applications of intelligent systems in healthcare and covers the challenges of managing big data.The book has been updated with the latest research in massive data, machine....
Deep Reinforcement Learning in Unity: With Unity ML Toolkit

Author
Release Date 2020/12
Gain an in-depth overview of reinforcement learning for autonomous agents in game development with Unity.This book starts with an introduction to state-based reinforcement learning algorithms involving Markov models, Bellman equations, and writing custom C# code with the aim of contrasting value and....
Applied Data Science Using PySpark: Learn the End-to-End Predictive Model-Building Cycle

Author
Release Date 2020/12
Discover the capabilities of PySpark and its application in the realm of data science. This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade. Applied Data Scie....
Pro SQL Server Relational Database Design and Implementation: Best Practices for Scalability and Performance

Author
Release Date 2020/12
Learn effective and scalable database design techniques in SQL Server 2019 and other recent SQL Server versions. This book is revised to cover additions to SQL Server that include SQL graph enhancements, in-memory online transaction processing, temporal data storage, row-level security, and other de....
Deep Learning on Windows: Building Deep Learning Computer Vision Systems on Microsoft Windows

Author
Release Date 2020/12
Build deep learning and computer vision systems using Python, TensorFlow, Keras, OpenCV, and more, right within the familiar environment of Microsoft Windows. The book starts with an introduction to tools for deep learning and computer vision tasks followed by instructions to install, configure....
A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics

Author
Release Date 2020/12
Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be ad....
Implementing AI Systems: Transform Your Business in 6 Steps

Author
Release Date 2020/12
AI is one of the fastest growing corners of the tech world. But there remains one big problem: many AI projects fail. The fact is that AI is unique among IT projects. The technology requires a different mindset, in terms of understanding probabilities, data structures and complex algorithms. There i....
Custom Fiori Applications in SAP HANA: Design, Develop, and Deploy Fiori Applications for the Enterprise

Author Sergio Guerrero
Release Date 2020/12
Get started building custom Fiori applications for your enterprise. This book teaches you how to design, build, and deploy enterprise-ready, custom Fiori applications in SAP HANA. Tips and tricks collected from projects using Fiori applications (built consuming OData mode....
Beginning Game AI with Unity: Programming Artificial Intelligence with C#

Author
Release Date 2020/12
Game developers will use this book to gain a basic knowledge of programming artificial intelligence using Unity and C#. You will not be bored learning the theory underpinning AI. Instead, you will learn by experience and practice, and complete an engaging project in each chapter.AI is the one of the....
Google Data Studio for Beginners: Start Making Your Data Actionable

Author
Release Date 2020/12
Google Data Studio is becoming a go-to tool in the analytics community. All business roles across the industry benefit from foundational knowledge of this now-essential technology, and Google Data Studio for Beginners is here to provide it. Release your locked-up data and turn it into beau....
Applied Regression Modeling, 3rd Edition

Author
Release Date 2020/12
Master the fundamentals of regression without learning calculus with this one-stop resourceThe newly and thoroughly revised 3rd Edition of Applied Regression Modeling delivers a concise but comprehensive treatment of the application of statistical regression analysis for those with little or no back....
Machine Learning Design Patterns

Author Valliappa Lakshmanan , Sara Robinson , Michael Munn
Release Date 2020/12
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. Authors Valliappa Lakshmanan, Sara Robinson, and Michael Munn catalog the first tried-and-proven methods to help engineers tackle problems that frequently crop....
Hoshin Kanri

Author
Release Date 2020/12
For Florida Power and Light, Hewlett-Packard, and Texas Instruments, policy deployment has created a critical bridge between corporate goals and their company-wide deployment. Hoshin Kanri offers top and middle managers a guide to customizing a policy deployment program especially suited to their co....
Modernizing Applications with IBM CICS

Author
Release Date 2020/12
IBM® CICS® is a mixed language application server that runs on IBM Z®. Over the 50 years since CICS was introduced in 1969, enterprises have used the qualities of service (QoSs) that CICS provides to allow them to create high throughput and secure transactional applications that have powered their b....
Exam Ref PL-900 Microsoft Power Platform Fundamentals

Author
Release Date 2020/12
Prepare for Microsoft Exam PL-900: Demonstrate your real-world knowledge of the fundamentals of Microsoft Power Platform, including its business value, core components, and the capabilities and advantages of Power BI, Power Apps, Power Automate, and Power Virtual Agents. Designed for business users,....
Exam Ref PL-900 Microsoft Power Platform Fundamentals

Author Craig Zacker
Release Date 2020/12
Prepare for Microsoft Exam PL-900: Demonstrate your real-world knowledge of the fundamentals of Microsoft Power Platform, including its business value, core components, and the capabilities and advantages of Power BI, Power Apps, Power Automate, and Power Virtual Agents. ....
Database Design for Mere Mortals: 25th Anniversary Edition, 4th Edition

Author Michael J. Hernandez
Release Date 2020/12
The #1 Easy, Commonsense Guide to Database DesignNow UpdatedForeword by Michelle Poolet, Mount Vernon Data Systems LLCMichael J. Hernandezs best-selling Database Design for Mere Mortals has earned worldwide respect as the simplest way to learn relational database design. ....

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