Tag: Analytics

Free Download Data-Driven HR: How to Use AI, Analytics and Data to Drive Performance by Bernard Marr
English | December 26, 2023 | ISBN: 1398614564 | 240 pages | PDF | 2.07 Mb
How can HR professionals utilize and leverage their organization’s data effectively, with the use of AI, for more talent attraction, better employee engagement and higher talent retention to ultimately drive performance?

Free Download Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk
English | 2024 | ISBN: 1032419016 | 190 Pages | EPUB (True) | 2.3 MB
The book provides a brief primer on data analytics, defined as the science of analyzing raw data to reveal new insights and support decision making. Currently underutilized in discourse research, Tay draws on the case of psychotherapy talk, in which clients’ concerns are worked through via verbal interaction with therapists, to demonstrate how data analytics can address both practical and theoretical concerns. Each chapter follows a consistent structure, offering a streamlined walkthrough of a key technique, an example case study, and annotated Python code. The volume shows how techniques such as simulations, classification, clustering, and time series analysis can address such issues as incomplete data transcripts, therapist-client (a)synchrony, and client prognosis, offering inspiration for research, training, and practitioner self-reflection in psychotherapy and other discourse contexts.

Free Download Wolfgang Garn, "Data Analytics for Business: AI-ML-PBI-SQL-R"
English | ISBN: 1032372621 | 2024 | 270 pages | EPUB | 9 MB
We are drowning in data but are starved for knowledge. Data Analytics is the discipline of extracting actionable insights by structuring, processing, analysing and visualising data using methods and software tools. Hence, we gain knowledge by understanding the data. A roadmap to achieve this is encapsulated in the knowledge discovery in databases (KDD) process. Databases help us store data in a structured way. The structure query language (SQL) allows us to gain first insights about business opportunities. Visualising the data using business intelligence tools and data science languages deepens our understanding of the key performance indicators and business characteristics. This can be used to create relevant classification and prediction models; for instance, to provide customers with the appropriate products or predict the eruption time of geysers. Machine learning algorithms help us in this endeavour. Moreover, we can create new classes using unsupervised learning methods, which can be used to define new market segments or group customers with similar characteristics. Finally, artificial intelligence allows us to reason under uncertainty and find optimal solutions for business challenges. All these topics are covered in this book with a hands-on process, which means we use numerous examples to introduce the concepts and several software tools to assist us. Several interactive exercises support us in deepening the understanding and keep us engaged with the material.

Free Download Data Analytics and Machine Learning for Integrated Corridor Management
by Karnati, Yashaswi, Mahajan, Dhruv, Banerjee, Tania, Sengupta, Rahul, Packard, Clay, Casburn, Ryan, Agarwal, Nithin, Dilmore, Jeremy, Rangarajan, Anand, Ranka, Sanjay
English | 2025 | ISBN: 103257464X | 242 pages | True PDF EPUB | 38.05 MB

Free Download Augmented Analytics: Enabling Analytics Transformation for Data-Informed Decisions by Willi Weber, Tobias Zwingmann
English | July 9, 2024 | ISBN: 1098151720 | 289 pages | MOBI | 4.21 Mb
Augmented Analytics isn’t just another book on data and analytics; it’s a holistic resource for reimagining the way your entire organization interacts with information to become insight-driven.

Free Download Data Analytics Masters – From Basics To Advanced
Published 9/2024
Created by Satyajit Pattnaik
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 266 Lectures ( 46h 11m ) | Size: 35.1 GB

Free Download Intelligent Data Engineering and Analytics Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020), Volume 2 by Suresh Chandra Satapathy
English | EPUB | 2020 ( 2021 Edition ) | 740 Pages | ISBN : 9811556784 | 106.9 MB
This book gathers the proceedings of the 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), held at NIT Surathkal, Karnataka, India, on 4-5 January 2020.

Free Download Innovations in Data Analytics: Selected Papers of ICIDA 2023, Volume 2 by Abhishek Bhattacharya, Soumi Dutta, Paramartha Dutta, Debabrata Samanta
English | PDF EPUB (True) | 2024 | 480 Pages | ISBN : 9819749271 | 97.3 MB
This book features research papers presented at the 2nd International Conference on Innovations in Data Analytics (ICIDA 2023), held at Eminent College of Management and Technology (ECMT), West Bengal, India during 29 – 30 November 2023. The book presents original research work in the areas of computational intelligence, advance computing, network security and telecommunication, data science and data analytics, and pattern recognition. The book is beneficial for readers from both academia and industry.

Free Download Pethuru Raj, Chellammal Surianarayanan, Koteeswaran Seerangan, "Streaming Analytics: Concepts, architectures, platforms, use cases and applications"
English | 2022 | ISBN: 1839534168 | PDF | pages: 468 | 45.1 mb
When digitized entities, connected devices and microservices interact purposefully, we end up with a massive amount of multi-structured streaming (real-time) data that is continuously generated by different sources at high speed. Streaming analytics allows the management, monitoring, and real-time analytics of live streaming data. The topic has grown in importance due to the emergence of online analytics and edge and IoT platforms. A real digital transformation is being achieved across industry verticals through meticulous data collection, cleansing and crunching in real time. Capturing and subjecting those value-adding events is considered to be the prime task for achieving trustworthy and timely insights.

Free Download Spatiotemporal Data Analytics and Modeling: Techniques and Applications (Big Data Management) by John A, Satheesh Abimannan, El-Sayed M. El-Alfy
English | April 16, 2024 | ISBN: 9819996503 | 257 pages | MOBI | 7.07 Mb
With the growing advances in technology and transformation to digital services, the world is becoming more connected and more complex. Huge heterogeneous data are generated at rapid speed from various types of sensors. Augmented with artificial intelligence and machine learning and internet of things, latent relations, and new insights can be captured helping in optimizing plans and resource utilization, improving infrastructure, and enhancing quality of services.