{"product_id":"interactive-and-dynamic-dashboard-design-principles-9781032745978","title":"Interactive and Dynamic Dashboard: Design Principles","description":"\u003cp\u003e • Author(s): A. Vadivel\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Computer Engineering\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe text comprehensively discusses the representation of visual data and design principles of interactive and dynamic dashboards. It further covers the theoretical concept of inference and machine learning algorithms for making the concepts clear to the reader. The book illustrates important topics such as data testing a parametric hypothesis, data testing a non-parametric hypothesis, exploratory data analysis, outlier detection and interpretation.\u003c\/p\u003e\u003cp\u003eThis book: \u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers various data analysis tools such as KNIME, RapidMiner, Rstudio, Grafana, and Redash\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eDiscusses the theoretical concept of inference and machine learning algorithms for designing dynamic dashboards \u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003ePresents statistical modelling techniques with an emphasis on pattern mining, and pattern relationships\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eExplains the problem of efficient retrieval of similar time series in large databases to enrich the knowledge of the readers to effectively handle various real-time datasets\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIllustrates dimensionality reduction techniques such as principal component analysis, linear discriminant analysis, singular value decomposition, and piecewise vector quantized approximation\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eIt is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology. \u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45243831058583,"sku":"9781032745978","price":11028.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032745978.webp?v=1769235879","url":"https:\/\/atlanticbooks.com\/products\/interactive-and-dynamic-dashboard-design-principles-9781032745978","provider":"Atlantic Books","version":"1.0","type":"link"}