About
This course is intended for employers and employees that wish to drive better business decisions with the use of machine learning techniques and intelligent big data analytics. This course offers a detailed insight on the importance of data mining in everyday life and modern economy. The course provides an overview of machine learning techniques able to explore, analyze and model data. This course will help individuals new to data science explore the potential of the machine learning and data mining techniques and identify a number of areas where novel applications in real-world problems can be developed.
Applying preprocessing statistical methods for any raw data applying data mining solutions using common data mining software tool (e.g. WEKA, SPSS, Data Miner,...). Gain insight into the challenges and limitations of different data mining techniques.
Introduction to Data Mining and Data Mining Methodology Decision Trees Regression Models Data Exploration and preprocessing
Neural Networks Memory-Based Reasoning Clustering Genetic Algorithms Association Rules and Link Analysis
This course is intended for employers and employees that wish to drive better business decisions with the use of machine learning techniques and intelligent big data analytics.