English | 2021 | ISBN: 1617295485 | 767 pages | True (EPUB MOBI)| 44.84 MB
Advanced Algorithms and Data Structuresintroduces a collection of algorithms for complex programming challenges in data analysis, machine learning, and graph computing.
Summary

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 39 lectures (4h 51m) | Size: 2.24 GB
Learn the Core Concepts of Big data Realtime Streaming Analytics and also work with Hands On Examples

English | 2021 | ISBN: 1119785804 | 528 pages | True (PDF EPUB) | 53.33 MB
In this era of IoT, edge devices generate gigantic data during every fraction of a second. The main aim of these networks is to infer some meaningful information from the collected data. For the same, the huge data is transmitted to the cloud which is highly expensive and time-consuming. Hence, it needs to devise some efficient mechanism to handle this huge data, thus necessitating efficient data handling techniques. Sustainable computing paradigms like cloud and fog are expedient to capably handle the issues of performance, capabilities allied to storage and processing, maintenance, security, efficiency, integration, cost, energy and latency. However, it requires sophisticated analytics tools so as to address the queries in an optimized time. Hence, rigorous research is taking place in the direction of devising effective and efficient framework to garner utmost advantage.
Machine learning has gained unmatched popularity for handling massive amounts of data and has applications in a wide variety of disciplines, including social media.

English | 2021 | ISBN: 1119666287 | 353 pages | True PDF | 12.95 MB
Discover data analytics methodologies for the diagnosis and prognosis of industrial systems under a unified random effects model
InIndustrial Data Analytics for Diagnosis and Prognosis -A Random Effects Modelling Approach, distinguished engineers Shiyu Zhou and Yong Chen delivera rigorous and practical introduction to the random effects modeling approach for industrial system diagnosis and prognosis.In the book's two parts, general statistical concepts and useful theory are described and explained, as are industrial diagnosis and prognosis methods. The accomplished authors describe and model fixed effects, random effects, and variation in univariate and multivariate datasetsand cover the application of the random effects approach to diagnosis of variation sources in industrial processes. They offer a detailed performance comparison of different diagnosis methodsbefore moving on to the application of the random effects approach to failure prognosis in industrial processes and systems.

English | 2021 | ISBN: 1119758335 | 364 pages | True (PDF EPUB) | 72.26 MB
A practical guide for anyone who aspires to become data analytics-savvy
Data analytics has become central to the operation of most businesses, making it an increasingly necessary skill for every manager and for all functions across an organisation.Data Analytics for Organisational Development: Unleashing the Potential of Your Dataintroduces a methodical process for gathering, screening, transforming, and analysing the correct datasets to ensure that they are reliable tools for business decision-making. Written by a Six Sigma Master Black Belt and a Lean Six Sigma Black Belt, this accessible guide explains and illustrates the application of data analytics for organizational development and design, with particular focus on Customer and Strategy Analytics, Operations Analytics and Workforce Analytics.

Forecasting Time Series Data with Facebook Prophet: Build, improve, and optimize time series forecasting models using the advanced forecasting tool
by Greg Rafferty
English | 2021 | ISBN: 1800568533 | 270 Pages | PDF MOBI EPUB | 27 MB

Data Analytic Techniques for Dynamical Systems By Steven M Boker, Michael J. Wenger
2007 | 292 Pages | ISBN: 0805850120 | PDF | 21 MB

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Alex DeBrie, "The DynamoDB Book: Supercharge Yout Data Modeling"
English | 2020 | ASIN: N/A | 441 pages | PDF | 20.9 MB
5Stop fighting your database.

English | 2021 | ISBN: 1801073244 | 376 pages | True (PDF EPUB MOBI) | 31.91 MB
Learn everything you need to become a successful data architect on the Salesforce platform
Key Features

English | 2021 | ISBN: B099TSBPYK | 129 pages | PDF EPUB AZW3 | 66.57 MB
Poor charts and graphics are hindering the effective transfer of knowledge in academia. To get your research noticed and respected, thisstep-by-step guide will demonstrate essential techniques for creating informative scientific visualizations. By reading this book, you will learn:
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