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97 Things Every Data Engineer Should Know

Tableau Desktop Pocket Reference

Graph Machine Learning

Expert Data Modeling with Power BI

Machine Learning with BigQuery ML

JMP for Mixed Models

Deep Learning for Chest Radiographs

Yashvi Chandola, Jitendra Virmani, H.S Bhadauria, Papendra Kumar

IBM TS4500 R7 Tape Library Guide

IBM z/OS Container Extensions (zCX) Use Cases

IBM Power Systems Private Cloud with Shared Utility Capacity: Featuring Power Enterprise Pools 2.0

Installing and Configuring IBM Db2 AI for IBM z/OS v1.4.0

Practical Machine Learning for Computer Vision

Knowledge Graphs

Identity in Modern Applications

Designing Big Data Platforms

Minding the Machines

Generating a New Reality : From Autoencoders and Adversarial Networks to Deepfakes

Advanced Analytics with Transact-SQL: Exploring Hidden Patterns and Rules in Your Data

Towards Sustainable Artificial Intelligence: A Framework to Create Value and Understand Risk

Data Science on AWS

Chris Fregly, Antje Barth

Learning PHP, MySQL & JavaScript, 6th Edition

Human-in-the-Loop Machine Learning

Essentials of Data Science and Analytics

Branding & AI

Mastering spaCy

Data Science Projects with Python - Second Edition

Amazon Redshift Cookbook

Threat Hunting with Elastic Stack

Building Distributed Applications in Gin

Hands-On Microsoft Lists

97 Things Every Data Engineer Should Know

Author
Release Date 2021/06
Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and....
Tableau Desktop Pocket Reference

Author
Release Date 2021/06
In a crowded field of data visualization and analytics tools, Tableau Desktop has emerged as the clear leader. This is partly due to its ease of use, but once you dive into Tableau's extensive feature set, you'll understand just how powerful and flexible this software can be for your business or o....
Graph Machine Learning

Author
Release Date 2021/06
Build machine learning algorithms using graph data and efficiently exploit topological information within your modelsKey FeaturesImplement machine learning techniques and algorithms in graph dataIdentify the relationship between nodes in order to make better business decisionsApply graph-based machi....
Expert Data Modeling with Power BI

Author
Release Date 2021/06
Manage and work with business data effectively by learning data modeling techniques and leveraging the latest features of Power BIKey FeaturesUnderstand data modeling techniques to get the best out of data using Power BIDefine the relationships between data to extract valuable insightsSolve a wide v....
Machine Learning with BigQuery ML

Author
Release Date 2021/06
Manage different business scenarios with the right machine learning technique using Google's highly scalable BigQuery MLKey FeaturesGain a clear understanding of AI and machine learning services on GCP, learn when to use these, and find out how to integrate them with BigQuery MLLeverage SQL syntax ....
JMP for Mixed Models

Author
Release Date 2021/06
Discover the power of mixed models with JMP and JMP Pro.Mixed models are now the mainstream method of choice for analyzing experimental data. Why? They are arguably the most straightforward and powerful way to handle correlated observations in designed experiments. Reaching well beyond standard line....
Deep Learning for Chest Radiographs

Author Yashvi Chandola , Jitendra Virmani , H.S Bhadauria , Papendra Kumar
Release Date 2021/07
Deep Learning for Chest Radiographs enumerates different strategies implemented by the authors for designing an efficient convolution neural network-based computer-aided classification (CAC) system for binary classification of chest radiographs into "Normal" and "Pneumonia." Pneumonia is an infectio....
IBM TS4500 R7 Tape Library Guide

Author
Release Date 2021/07
The IBM® TS4500 (TS4500) tape library is a next-generation tape solution that offers higher storage density and better integrated management than previous solutions.This IBM Redbooks® publication gives you a close-up view of the new IBM TS4500 tape library. In the TS4500, IBM delivers the density th....
IBM z/OS Container Extensions (zCX) Use Cases

Author
Release Date 2021/07
Is it time for you to modernize your IBM® z/OS® applications to allow for access to an entire system of open source and Linux on IBM Z® workloads? Is co-location of these workloads on the z/OS platform with no porting requirements of value to you?Your open source or Linux on IBM Z software can benef....
IBM Power Systems Private Cloud with Shared Utility Capacity: Featuring Power Enterprise Pools 2.0

Author
Release Date 2021/07
This IBM® Redbooks® publication is a guide to IBM Power Private Cloud with Shared Utility Capacity featuring Power Enterprise Pools 2.0 (also known as PEP 2.0).This technology allows multiple servers in an to share base processor and memory resources, and draw upon pre-paid credits when the base is ....
Installing and Configuring IBM Db2 AI for IBM z/OS v1.4.0

Author
Release Date 2021/07
Artificial intelligence (AI) enables computers and machines to mimic the perception, learning, problem-solving, and decision-making capabilities of the human mind. AI development is made possible by the availability of large amounts of data and the corresponding development and wide availability of ....
Practical Machine Learning for Computer Vision

Author
Release Date 2021/07
This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with prove....
Knowledge Graphs

Author
Release Date 2021/07
Applying knowledge in the right context is the most powerful lever businesses can use to become agile, creative, and resilient. Knowledge graphs add context, meaning, and utility to business data. They drive intelligence into data for unparalleled automation and visibility into processes, products, ....
Identity in Modern Applications

Author
Release Date 2021/07
Mapping a person, place, or thing to a software resource in a verifiable manner is the basis of identity. Confirming that identity is a complex process, particularly when the identity mapping has to be verified genuine and authentic. Everything on the internet that houses private information is tied....
Designing Big Data Platforms

Author
Release Date 2021/07
DESIGNING BIG DATA PLATFORMSProvides expert guidance and valuable insights on getting the most out of Big Data systemsAn array of tools are currently available for managing and processing data—some are ready-to-go solutions that can be immediately deployed, while others require complex and time-inte....
Minding the Machines

Author
Release Date 2021/07
Organize, plan, and build an exceptional data analytics team within your organizationIn Minding the Machines: Building and Leading Data Science and Analytics Teams, AI and analytics strategy expert Jeremy Adamson delivers an accessible and insightful roadmap to structuring and leading a successful a....
Generating a New Reality : From Autoencoders and Adversarial Networks to Deepfakes

Author
Release Date 2021/07
The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality is now being used to create its own reality. In thi....
Advanced Analytics with Transact-SQL: Exploring Hidden Patterns and Rules in Your Data

Author
Release Date 2021/07
Learn about business intelligence (BI) features in T-SQL and how they can help you with data science and analytics efforts without the need to bring in other languages such as R and Python. This book shows you how to compute statistical measures using your existing skills in T-SQL. You will le....
Towards Sustainable Artificial Intelligence: A Framework to Create Value and Understand Risk

Author
Release Date 2021/07
So far, little effort has been devoted to developing practical approaches on how to develop and deploy AI systems that meet certain standards and principles. This is despite the importance of principles such as privacy, fairness, and social equality taking centre stage in discussions around AI.....
Data Science on AWS

Author Chris Fregly , Antje Barth
Release Date 2021/07
If you use data to make critical business decisions, this book is for you. Whether you’re a data analyst, research scientist, data engineer, ML engineer, data scientist, application developer, or systems developer, this guide helps you broaden your understanding of the mo....
Learning PHP, MySQL & JavaScript, 6th Edition

Author
Release Date 2021/07
Build interactive, data-driven websites with the potent combination of open source technologies and web standards, even if you have only basic HTML knowledge. With the latest edition of this popular hands-on guide, you'll tackle dynamic web programming using the most recent versions of today's cor....
Human-in-the-Loop Machine Learning

Author
Release Date 2021/07
Human-in-the-Loop Machine Learning lays out methods for humans and machines to work together effectively. You’ll find best practices on selecting sample data for human feedback, quality control for human annotations, and designing annotation interfaces. You’ll learn to create training data for label....
Essentials of Data Science and Analytics

Author
Release Date 2021/07
Data science and analytics have emerged as the most desired fields in driving business decisions. Using the techniques and methods of data science, decision makers can uncover hidden patterns in their data, develop algorithms and models that help improve processes and make key business decisions.Dat....
Branding & AI

Author
Release Date 2021/07
Open the doors to the world of branding and artificial intelligence, the future of building efficient revenue!Unlike anything else out there, the book is an authentic and lucid representation of what branding is and the role it plays with artificial intelligence in the success of businesses.The book....
Mastering spaCy

Author
Release Date 2021/07
Build end-to-end industrial-strength NLP models using advanced morphological and syntactic features in spaCy to create real-world applications with easeKey FeaturesGain an overview of what spaCy offers for natural language processingLearn details of spaCy's features and how to use them effectivelyW....
Data Science Projects with Python - Second Edition

Author
Release Date 2021/07
Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate d....
Amazon Redshift Cookbook

Author
Release Date 2021/07
Discover how to build a cloud-based data warehouse at petabyte-scale that is burstable and built to scale for end-to-end analytical solutionsKey FeaturesDiscover how to translate familiar data warehousing concepts into Redshift implementationUse impressive Redshift features to optimize development, ....
Threat Hunting with Elastic Stack

Author
Release Date 2021/07
Get hands-on with advanced threat analysis techniques by implementing Elastic Stack security features with the help of practical examplesKey FeaturesGet started with Elastic Security configuration and featuresUnderstand how to use Elastic Stack features to provide optimal protection against threatsD....
Building Distributed Applications in Gin

Author
Release Date 2021/07
An effective guide to learning how to build a large-scale distributed application using the wide range of functionalities in GinKey FeaturesExplore the commonly used functionalities of Gin to build web applicationsBecome well-versed with rendering HTML templates with the Gin engineSolve commonly occ....
Hands-On Microsoft Lists

Author
Release Date 2021/07
Prepare to be a Microsoft Lists advocate and transform the way data is harnessed in your organizationKey FeaturesGet to grips with Microsoft Lists and organize your data efficientlyDiscover best practices and real-world scenarios to track information, events, and issues in your organizationTake cont....

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