Data Mining Online Courses & Certifications

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Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques. This is a "hands-on" business analytics, or data analytics course teaching how to use the popular, no-cost R software to perform dozens of data mining tasks using real data and data mining cases....

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Outlier Detection in Data Mining, Data Science, Machine Learning, Data Analysis and Statistics using PYTHON,R and SAS Welcome to the course " Outlier Detection Techniques ".   Are you Data Scientist or Analyst or maybe you are interested in fraud detection for credit cards, insurance or health care, intrusion detection for cyber-security, or military surveillance for enemy activities?...

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Recommender Systems, Association Rules, Dimension Reduction, Network Analysis Data Science-Unsupervised Machine Learning Using R is designed to cover majority of the capabilities of R from Analytics & Data Science perspective, To be a successful data scientist one must be armed with a plethora of tools to tackle the trickiest of problems.  ...

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How to perform market basket analysis, analyze social networks, mine Twitter data, text, and time series data. More Data Mining with R presents a comprehensive overview of a myriad of contemporary data mining techniques. Both courses examine and explain a number of data mining methods and techniques, using concrete data mining modeling examples, extended case studies, and real data sets....

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Numpy, Pandas, Matplotlib, Seaborn, Neural Networks, Time Series, Market Basquet Analysis, GUIs, MySQL and much more!! Data Mining and Machine Learching are a hot topics on business intelligence strategy on many companies in the world. We'll initiate at the basic level covering the main topics of Python Language and also the needing programs to develop our applications....

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Learn to use the GUI-based comprehensive Data Miner data mining software suite implemented as the rattle package in R Rattle is a popular GUI-based software tool which 'fits on top of' R software. The course focuses on life-cycle issues, processes, and tasks related to supporting a 'cradle-to-grave' data mining project....

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Learn to use the "Data Mining with R" (DMwR) package and R software to build and evaluate predictive data mining models. Case Studies in Data Mining was originally taught as three separate online data mining courses. The cumulative "hands-on" 3-course fifteen sessions showcase the use of Luis Torgo's amazingly useful "Data Mining with R" (DMwR) package and R software....

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An introductory course about understanding patterns, process, tools of data mining. Uncover the essential tool for information management professionals known as Data Mining. Data mining is the process of extracting patterns from large data sets by connecting methods from statistics and artificial intelligence with database management....

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Learn various techniques to build a Google scale Information Retrieval System. The goal is to introduce various techniques required to build an IR System. In this course we will explore various methods to solve big data problem. We will evaluate alternative solutions and trade offs....

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Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models. This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato....

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