Beginning Data Analytics with RapidMiner Training Video Год выпуска: 09/2016 Производитель: O'Reilly Media / Infinite Skills Сайт производителя: oreilly.com, infiniteskills.com/training/beginning-data-analytics-with-rapid-miner.html Автор: Matthew North Продолжительность: 2:00 Тип раздаваемого материала: Видеоклипы Язык: Английский Описание: This course is designed for the person who is new to the science of data analytics, who has completed at least one college-level math class, and is comfortable with basic statistics. The course explains the core methods used in data analytics and how to apply those methods in conjunction with RapidMiner, a free and easy-to-use (no programming knowledge required) data analytics platform. You'll first learn about the features of RapidMiner, configuring it, and how to connect to a variety of data sets, and then move into a detailed survey of the analytical methods incorporated within the software. Topics covered include correlation, association rules, k-means clustering, k-nearest neighbors, discriminant analysis, Naive Bayes, linear and logistic regression, neural networks, decision trees, and text analysis. * Learn how to use RapidMiner as a data analytics tool * Gain a practical hands-on understanding of the core methods used in data analytics * Explore correlational methods, affinity analysis methods, and predictive methods * Discover which analytical method works best for a specific type of data * Learn how to apply a selected method to build a model in RapidMiner and interpret its results-Этот курс предназначен для человека, который является новым для науки аналитические данные, которые завершили хотя бы один колледж-уровне урока математики и основные статистические данные. Курс объясняет основные методы, используемые в анализе данных и как применить эти методы в сочетании с RapidMiner, бесплатный и простой в использовании (не требуется знания программирования) Платформа анализа данных.
Содержание
01. Introduction 0101 Welcome To The Course 0102 About The Author 0103 How To Access Your Working Files 02. Preparation 0201 Setting Up The RapidMiner Environment 0202 RM 7.2 Downsampling Explanation 0203 Data Sets 0204 Now You Try 03. Modeling Techniques: Correlational Methods 0301 Correlation 0302 K-Means Clustering 0303 K-Nearest Neighbors 0304 Now You Try 04. Modeling Techniques: Affinity Analysis 0401 Association Rules 0402 Naive Bayes 0403 Discriminant Analysis 0404 Now You Try 05. Modeling Techniques: Prediction 0501 Linear Regression 0502 Logistic Regression 0503 Decision Trees 0504 Neural Networks 0505 Now You Try 06. Unstructured Data 0601 Text Analysis 0602 Now You Try 07. Evaluation And Deployment 0701 Cross-Validation 0702 A Note About Ethics 08. Conclusion 0801 Wrap Up And Thank You
[O\'Reilly Media / Infinite Skills / Matthew North] Beginning Data Analytics with RapidMiner Training Video [2016, ENG] download torrent for free and without registration
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