Course Info Course Evaluation Target Trainees Those who want to master data mining capabilities; big data practitioners and majors, anyone who is interested in big data. Course Objectives On the completion of this course, you will be able to: ...
Discover practical data mining and its applications using the popular Weka workbench with this online course from the University of Waikato.
This course presents the fundamental concepts and methods of data mining, with a focus on clustering and association rules. We present the concept and aims of cluster analysis, as well as its major components.
What is data mining, and what are the most popular data mining tools? Discover the best tools for data analysts and data scientists alike.
In the Open University Learning Analytics Dataset, I found many online students clicked the course materials before the first day of class. This study aims to investigate how data mining models can use this student interaction data to predict their academic performance. In this ...
This new course was developed for customers and anyone wanting to learn more about data mining, predictive analytics and knowledge discovery inside the Oracle Database.
Data Mining Course Modules www.kdnuggets.com/data_mining_course/ DM1: Introduction: Machine Learning and Data Mining, updated May 31, 2006. dm1-introduction-ml-data-mining.ppt DM2: Machine Learning and Classification, updated June 7, 2006. ...
Choose a full specialization or courseseries, like those from Coursera, edX, and Udacity, or learn individual topics,like machine learning, deep learning, artificial intelligence, data mining,data analytics, data cleaning, data visualization, web scraping, and much morewith standalone courses, like ...
Data Mining Course Projects P3: Customers Behavior Analysis in an E-commerce Data Cleaning Classification using Regression Dimensionality Reduction using PCA Over-Sampling using SMOTE Trained Classifers: SVM, KNN, Logistic Regression, Decision Tree as training classifiers Used Grid Search for each...
This paper presents the results of the training experience on Data Mining in the New Bulgarian University master's degree program "Managing Information Technology Projects". It presents the methods of evaluation, the content and resources of the course and the ways in which it is related to the...