Big Data Analytics : Tools and Technology for Effective Planning.

Material type: TextTextDescription: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781315391250; 9781315391236Additional physical formats: Print version: : No titleLOC classification: QA76.9.B45 | B543Online resources: Click here to view.
Contents:
chapter 1 Challenges in Big Data / Pothireddy Venkata Lakshmi Narayana Rao, Pothireddy Siva Abhilash, and PS Pavan Kumar -- chapter 2 Challenges in Big Data Analytics / Balamurugan Balusamy, Vegesna Tarun Sai Varma, and Sohil Sri Mani Yeshwanth Grandhi -- chapter 3 Big Data Reference Model / Kevin Berwind -- chapter 4 A Survey of Tools for Big Data Analytics / K. G. Srinivasa -- chapter 5 Understanding the Data Science behind Business Analytics / Mayank Mishra -- chapter 6 Big Data Predictive Modeling and Analytics / Mydhili K. Nair -- chapter 7 Deep Learning for Engineering Big Data Analytics / Kin Gwn Lore -- chapter 8 A Framework for Minimizing Data Leakage from Nonproduction Systems / Jacqueline Cope -- chapter 9 Big Data Acquisition, Preparation, and Analysis Using Apache Software Foundation Tools / Gouri Ginde, Rahul Aedula, Snehanshu Saha, Archana Mathur, Sudeepa Roy Dey, Gambhire Swati Sampatrao, and BS Daya Sagar -- chapter 10 Storing and Analyzing Streaming Data: A Big Data Challenge / Devang Swami -- chapter 11 Big Data Cluster Analysis: A Study of Existing Techniques and Future Directions / Piyush Lakhawat -- chapter 12 Nonlinear Feature Extraction for Big Data Analytics / Adil Omari -- chapter 13 Enhanced Feature Mining and Classifier Models to Predict Customer Churn for an e-Retailer / Karthik B. Subramanya -- chapter 14 Large-Scale Entity Clustering Based on Structural Similarities within Knowledge Graphs / Mahmoud Elbattah, Mohamed Roushdy, Mostafa Aref, and Abdel-Badeeh M. Salem -- chapter 15 Big Data Analytics for Connected Intelligence with the Internet of Things / Mohammad Samadi Gharajeh -- chapter 16 Big Data-Driven Value Chains and Digital Platforms: From Value Co-creation to Monetization / Roberto Moro Visconti -- chapter 17 Distant and Close Reading of Dutch Drug Debates in Historical Newspapers: Possibilities and Challenges of Big Data Analysis in Historical Public Debate Research / Berrie van der Molen.
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chapter 1 Challenges in Big Data / Pothireddy Venkata Lakshmi Narayana Rao, Pothireddy Siva Abhilash, and PS Pavan Kumar -- chapter 2 Challenges in Big Data Analytics / Balamurugan Balusamy, Vegesna Tarun Sai Varma, and Sohil Sri Mani Yeshwanth Grandhi -- chapter 3 Big Data Reference Model / Kevin Berwind -- chapter 4 A Survey of Tools for Big Data Analytics / K. G. Srinivasa -- chapter 5 Understanding the Data Science behind Business Analytics / Mayank Mishra -- chapter 6 Big Data Predictive Modeling and Analytics / Mydhili K. Nair -- chapter 7 Deep Learning for Engineering Big Data Analytics / Kin Gwn Lore -- chapter 8 A Framework for Minimizing Data Leakage from Nonproduction Systems / Jacqueline Cope -- chapter 9 Big Data Acquisition, Preparation, and Analysis Using Apache Software Foundation Tools / Gouri Ginde, Rahul Aedula, Snehanshu Saha, Archana Mathur, Sudeepa Roy Dey, Gambhire Swati Sampatrao, and BS Daya Sagar -- chapter 10 Storing and Analyzing Streaming Data: A Big Data Challenge / Devang Swami -- chapter 11 Big Data Cluster Analysis: A Study of Existing Techniques and Future Directions / Piyush Lakhawat -- chapter 12 Nonlinear Feature Extraction for Big Data Analytics / Adil Omari -- chapter 13 Enhanced Feature Mining and Classifier Models to Predict Customer Churn for an e-Retailer / Karthik B. Subramanya -- chapter 14 Large-Scale Entity Clustering Based on Structural Similarities within Knowledge Graphs / Mahmoud Elbattah, Mohamed Roushdy, Mostafa Aref, and Abdel-Badeeh M. Salem -- chapter 15 Big Data Analytics for Connected Intelligence with the Internet of Things / Mohammad Samadi Gharajeh -- chapter 16 Big Data-Driven Value Chains and Digital Platforms: From Value Co-creation to Monetization / Roberto Moro Visconti -- chapter 17 Distant and Close Reading of Dutch Drug Debates in Historical Newspapers: Possibilities and Challenges of Big Data Analysis in Historical Public Debate Research / Berrie van der Molen.

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