Search Results - "data analytics"
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Data analytics the ultimate guide to big data analytics for business, data mining techniques, data collection, and business intelligence concepts
Published 2018Table of Contents: “…Part 1: Data analytics - Chapter 1:Overview of data analytics:what is data analytics (and big data analytics) -- Chapter 2: Data analytics and business intelligence -- Chapter 3: Data analysis and data analytics -- Chapter 5: Data collection -- Chapter 6:Types of data analytics -- Chapter 7:The process:the lifecycle of big data analytics -- Chapter 8:Behavioral analytics:using big data analytics to find hidden customer behavior patterns -- Chapters 9:Further pattern discovery in advanced analytics:machine learning -- Conclusion -- Part 2:Data Mining -- Chapter 1:Overview data mining -- Chapter 2:Know your data -- Chapter 3:Data preparation -- Chapter 4:Similarity and distances -- Chapter 5:Association pattern mining -- Chapter 6:Cluster analysis -- Chapters 7:Outlier analysis -- Chapter 8:Data classification -- Chapter 9:Application of data mining in business -- Chapter 10:The best data mining techniques to use…”
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Data Science & Big Data Analytics : Discovering, Analyzing, Visualizing and Presenting Data /
Published 2015Table of Contents: “…Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. …”
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Data science & big data analytics discovering, analyzing, visualizing and presenting data
Published 2015Table of Contents: “…Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. …”
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Big data analytics with applications in insider threat detection
Published 2018Table of Contents: “…Introduction -- Data security and privacy -- Data mining techniques -- Data mining for security applications -- Cloud computing and semantic web technologies -- Data mining and insider threat detection -- Big data management and analytics technologies -- Challenges for stream data classification -- Survey of stream data classification -- A multi-partition, multi-chunk ensemble for classifying concept-drifting data streams -- Classification and novel class detection in concept-drifting data streams -- Data stream classification with limited labeled training data -- Directions in data stream classification -- Insider threat detection as a stream mining problem -- Survey of insider threat and stream mining -- Ensemble-based insider threat detection -- Details of learning classes -- Experiments and results for nonsequence data -- Insider threat detection for sequence data -- Experiments and results for sequence data -- Scalability using big data technologies -- Stream mining and big data for insider threat detection -- Cloud query processing system for big data management -- Big data analytics for multipurpose social media applications -- Big data management and cloud for assured information sharing -- Big data management for secure information integration -- Big data analytics for malware detection -- A semantic web-based inference controller for provenance big data -- Confidentiality, privacy, and trust for big data systems -- Unified framework for secure big data management and analytics -- Big data, security, and the internet of things -- Big data analytics for malware detection in smartphones -- Toward a case study in healthcare for big data analytics and security -- Toward an experimental infrastructure and education program for BDMA and BDSP -- Directions for BDSP and BDMA -- Summary and directions…”
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