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Learning TensorFlow.js

Data Pipelines with Apache Airflow

Twenty-First Century Corporate Reporting

Make: Volume 77

The Photographer's Guide to Luminar AI

Applied Modeling Techniques and Data Analysis 1

Applied Modeling Techniques and Data Analysis 2

Mastering Tableau 2021 - Third Edition

Automated Machine Learning with AutoKeras

Machine Learning Automation with TPOT

Interactive Dashboards and Data Apps with Plotly and Dash

Machine Learning with the Elastic Stack - Second Edition

Implementing Order to Cash Process in SAP

Distributed Data Systems with Azure Databricks

A Gentle Introduction to Statistics Using SAS Studio in the Cloud

Machine Learning, Big Data, and IoT for Medical Informatics

Pardeep Kumar, Yugal Kumar, Mohamed A. Tawhid, Fatos Xhafa

Implementation Guide for IBM Elastic Storage System 3000

IBM Spectrum Archive Enterprise Edition V1.3.1.2: Installation and Configuration Guide

IBM Spectrum Scale Immutability Introduction, Configuration Guidance, and Use Cases

IBM FlashSystem for VMware vSphere with Tanzu Basic Edition An IBM Validated Solution Guide

Data Fabric as Modern Data Architecture

AI-Driven Testing

Deep Learning

From Traditional Fault Tolerance to Blockchain

MATLAB For Dummies, 2nd Edition

Machine Learning for Oracle Database Professionals: Deploying Model-Driven Applications and Automation Pipelines

Integrating D3.js with React: Learn to Bring Data Visualization to Life

Beginning Azure Synapse Analytics: Transition from Data Warehouse to Data Lakehouse

AI for Healthcare with Keras and Tensorflow 2.0: Design, Develop, and Deploy Machine Learning Models Using Healthcare Data

Behavioral Data Analysis with R and Python

Florent Buisson

Learning TensorFlow.js

Author
Release Date 2021/05
Given the demand for AI and the ubiquity of JavaScript, TensorFlow.js was inevitable. With this Google framework, seasoned AI veterans and web developers alike can help propel the future of AI-driven websites. In this guide, author Gant Laborde (Google Developer Expert in machine learning and the we....
Data Pipelines with Apache Airflow

Author
Release Date 2021/05
Data Pipelines with Apache Airflow teaches you how to build and maintain effective data pipelines. You’ll explore the most common usage patterns, including aggregating multiple data sources, connecting to and from data lakes, and cloud deployment. Part reference and part tutorial, this practical gui....
Twenty-First Century Corporate Reporting

Author
Release Date 2021/05
How and why do corporations use the internet for reporting to their stakeholders? How and why has corporate reporting extended beyond financial reporting to include environmental, social, and governance (ESG) reporting and even integrated reporting. The major drivers of modern reporting have changed....
Make: Volume 77

Author
Release Date 2021/05
From an exciting array of low-cost hardware to more plug-and-play training modules, itÃ¢??s easier than ever for makers to incorporate machine learning into personal projects. In the new issue of Make: (Vol. 77), we take a look at new tools you can use to train AI modules right now like Tensor Flow,....
The Photographer's Guide to Luminar AI

Author
Release Date 2021/05
Skylum’s Luminar AI is a great solution for both professional and amateur photographers who want to quickly create stunning photos. Luminar’s advanced AI-based tools and templates eliminate hours of traditional editing tasks, whether you’re applying automatic tone and color adjustments, repl....
Applied Modeling Techniques and Data Analysis 1

Author
Release Date 2021/05
BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques JanssenData analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational tec....
Applied Modeling Techniques and Data Analysis 2

Author
Release Date 2021/05
BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques JanssenData analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational tec....
Mastering Tableau 2021 - Third Edition

Author
Release Date 2021/05
Build, design, and improve advanced business intelligence solutions using Tableau's latest features, including Tableau Prep Builder, Tableau Hyper, and Tableau ServerKey FeaturesMaster new features in Tableau 2021 to solve real-world analytics challengesPerform geo-spatial, time series, and self-se....
Automated Machine Learning with AutoKeras

Author
Release Date 2021/05
Create better and easy-to-use deep learning models with AutoKerasKey FeaturesDesign and implement your own custom machine learning models using the features of AutoKerasLearn how to use AutoKeras for techniques such as classification, regression, and sentiment analysisGet familiar with advanced conc....
Machine Learning Automation with TPOT

Author
Release Date 2021/05
Discover how TPOT can be used to handle automation in machine learning and explore the different types of tasks that TPOT can automateKey FeaturesUnderstand parallelism and how to achieve it in Python.Learn how to use neurons, layers, and activation functions and structure an artificial neural netwo....
Interactive Dashboards and Data Apps with Plotly and Dash

Author
Release Date 2021/05
Learn how to build web-based and mobile-friendly analytic apps and interactive dashboards with PythonKey FeaturesDevelop data apps and dashboards without any knowledge of JavaScriptMap different types of data such as integers, floats, and dates to bar charts, scatter plots, and moreCreate controls a....
Machine Learning with the Elastic Stack - Second Edition

Author
Release Date 2021/05
Discover expert techniques for combining machine learning with the analytic capabilities of Elastic Stack and uncover actionable insights from your dataKey FeaturesIntegrate machine learning with distributed search and analyticsPreprocess and analyze large volumes of search data effortlesslyOperatio....
Implementing Order to Cash Process in SAP

Author
Release Date 2021/05
Implement critical business processes with mySAP Business Suite to integrate key functions that add value to every facet of your organizationKey FeaturesLearn master data concepts and UI technologies in SAP systemsExplore key functions of different sales processes, order fulfillment options, transpo....
Distributed Data Systems with Azure Databricks

Author
Release Date 2021/05
Quickly build and deploy massive data pipelines and improve productivity using Azure DatabricksKey FeaturesGet to grips with the distributed training and deployment of machine learning and deep learning modelsLearn how ETLs are integrated with Azure Data Factory and Delta LakeExplore deep learning a....
A Gentle Introduction to Statistics Using SAS Studio in the Cloud

Author
Release Date 2021/05
Point and click your way to performing statistics! Many people are intimidated by learning statistics, but A Gentle Introduction to Statistics Using SAS Studio in the Cloud is here to help. Whether you need to perform statistical analysis for a project or, perhaps, for a course in education, psycho....
Machine Learning, Big Data, and IoT for Medical Informatics

Author Pardeep Kumar , Yugal Kumar , Mohamed A. Tawhid , Fatos Xhafa
Release Date 2021/06
Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics.In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field,....
Implementation Guide for IBM Elastic Storage System 3000

Author
Release Date 2021/06
This IBM® Redbooks publication introduces and describes the IBM Elastic Storage® Server 3000 (ESS 3000) as a scalable, high-performance data and file management solution. The solution is built on proven IBM Spectrum® Scale technology, formerly IBM General Parallel File System (IBM GPFS). IBM Elastic....
IBM Spectrum Archive Enterprise Edition V1.3.1.2: Installation and Configuration Guide

Author
Release Date 2021/06
This IBM® Redbooks® publication helps you with the planning, installation, and configuration of the new IBM Spectrum® Archive Enterprise Edition (EE) Version 1.3.1.2 for the IBM TS4500, IBM TS3500, IBM TS4300, and IBM TS3310 tape libraries. IBM Spectrum Archive Enterprise Edition enables the use of ....
IBM Spectrum Scale Immutability Introduction, Configuration Guidance, and Use Cases

Author
Release Date 2021/06
This IBM Redpaper™ publication introduces the IBM Spectrum Scale immutability function. It shows how to set it up and presents different ways for managing immutable and append-only files. This publication also provides guidance for implementing IT security aspects in an IBM Spectrum Scale cluster by....
IBM FlashSystem for VMware vSphere with Tanzu Basic Edition An IBM Validated Solution Guide

Author
Release Date 2021/06
The focus of this Blueprint is to demonstrate how IBM FlashSystem® with IBM Spectrum® Virtualize can be used as a preferred back-end persistent storage for VMware Tanzu-based deployments.This document describes the use of IBM® FlashSystem storage volumes as virtual volumes (vVols) that are made avai....
Data Fabric as Modern Data Architecture

Author
Release Date 2021/06
Data fabric is a hot concept in data management today. By encompassing the data ecosystem your company already has in place, this architectural design pattern provides your staff with one reliable place to go for data. In this report, author Alice LaPlante shows CIOs, CDOs, and CAOs how data fabric ....
AI-Driven Testing

Author
Release Date 2021/06
Software testing is expensive. Through up-front and recurring investment in labor and assets, organizations spend roughly half of their engineering budget on testing activities. The good news is that automated testing efforts have begun to improve through recent advances in AI and machine learning. ....
Deep Learning

Author
Release Date 2021/06
Ever since computers began beating us at chess, they've been getting better at a wide range of human activities, from writing songs and generating news articles to helping doctors provide healthcare.Deep learning is the source of many of these breakthroughs, and its remarkable ability to find patte....
From Traditional Fault Tolerance to Blockchain

Author
Release Date 2021/06
This book covers the most essential techniques for designing and building dependable distributed systems, from traditional fault tolerance to the blockchain technology. Topics include checkpointing and logging, recovery-orientated computing, replication, distributed consensus, Byzantine fault tolera....
MATLAB For Dummies, 2nd Edition

Author
Release Date 2021/06
Go from total MATLAB newbie to plotting graphs and solving equations in a flash! MATLAB is one of the most powerful and commonly used tools in the STEM field. But did you know it doesn’t take an advanced degree or a ton of computer experience to learn it? MATLAB For Dummies ....
Machine Learning for Oracle Database Professionals: Deploying Model-Driven Applications and Automation Pipelines

Author
Release Date 2021/06
Database developers and administrators will use this book to learn how to deploy machine learning models in Oracle Database and in Oracle’s Autonomous Database cloud offering. The book covers the technologies that make up the Oracle Machine Learning (OML) platform, including OML4SQL, OML Notebooks, ....
Integrating D3.js with React: Learn to Bring Data Visualization to Life

Author
Release Date 2021/06
Integrate D3.js into a React TypeScript project and create a chart component working in harmony with React. This book will show you how utilize D3 with React to bring life to your charts.Seasoned author Elad Elrom will show you how to create simple charts such as line, bar, donut, scatte....
Beginning Azure Synapse Analytics: Transition from Data Warehouse to Data Lakehouse

Author
Release Date 2021/06
Get started with Azure Synapse Analytics, Microsoft's modern data analytics platform. This book covers core components such as Synapse SQL, Synapse Spark, Synapse Pipelines, and many more, along with their architecture and implementation.The book begins with an introduction to core data and a....
AI for Healthcare with Keras and Tensorflow 2.0: Design, Develop, and Deploy Machine Learning Models Using Healthcare Data

Author
Release Date 2021/06
Learn how AI impacts the healthcare ecosystem through real-life case studies with TensorFlow 2.0 and other machine learning (ML) libraries.This book begins by explaining the dynamics of the healthcare market, including the role of stakeholders such as healthcare professionals, patients, and pa....
Behavioral Data Analysis with R and Python

Author Florent Buisson
Release Date 2021/06
Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren’t that specific, so customer data is treated the same way as, for example, ....

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