Data mining is a sub-discipline of computer science and is often the predecessor to more refined business intelligence activities. Data Mining integrates information gathered by traditional data mining methods and techniques into the web. Web mining aims to understand customer behavior and evaluate how effective a particular website is.
Data mining applies powerful statistical and computational techniques to large data sets to generate useful information, identify patterns and trends, and build predictive models. Applications of these techniques are now transforming decision making in business, finance, marketing, government, healthcare and science. There are universities and institutions that offer this program for free or offer the possibility of a scholarship.
A Free Master’s Degree in Data Mining is a graduate program that provides an introduction to data mining with an emphasis on large-scale databases as a source of knowledge generation and competitive advantage. It is designed for data analysts working with large organizations to design and utilize their data resources.
What is a Master Degree in Data Mining ?
A Master in Data Mining provides an original scientific position on problems related to machine learning, big data, pattern recognition, classification, modeling, knowledge extraction and data mining.
These topics have strong employability potential for students trained in the fields of data science, prediction, data analytics or decision support, as well as in the area of Web, image and video processing, health informatics, fraud and anomaly detection, etc.
Students use sophisticated statistical techniques and software to find important patterns and trends in large data sets. State-of-the-art data modeling methodologies prepare graduates for careers in fraud detection, credit card scoring, and personal profile marketing.
A Master’s degree in Data Mining prepares students for related careers involving the application of computational and statistical techniques that are becoming more vital to industry and research.
This is accomplished through coursework in topics such as database management systems, data mining and machine learning algorithms, data visualization, statistics, text analytics, and big data. Graduates of the Data Mining program will gain a variety of skills needed to analyze large data sets and develop modeling solutions to support decision making.
Program, Subjects and Content of the Master Degree in Data Mining
These are some of the subjects that may be included in the programmatic content of a Master’s in Data Mining:
- Advanced Algorithms
- Computability and complexity theory
- Introduction to machine learning
- Data analysis
- Semantic Web
- Introduction to artificial intelligence
- Data mining and knowledge discovery
- Machine learning: fundamentals and algorithms
- Programming languages and integrated development environment
- Knowledge representation
- Numerical methods
- Statistical data analysis
- Advanced databases
- Data mining and business analysis
- Data warehousing
How Long Does the Master Degree in Data Mining Take ?
A Master’s Degree in Data Mining lasts 1 to 2 years full time.
Where Can I Work with a Master Degree in Data Mining ?
Data mining analyst positions are the most prominent of the data mining positions sought by companies operating in a variety of industries, industries that utilize the skills of data mining analysts include engineering, education, and government services. Data engineer position is another popular position that incorporates data mining as well as traditional business and research analyst skills.
Big data architect position is a data mining position that focuses on strategic planning and design rather than day-to-day operational data collection and analysis. Database Administrator position works for financial and medical institutions, social networking companies, research institutes, law firms, among others.
Countries and Cities Where You Can Study the Master Degree in Data Mining for Free by Getting a Scholarship
- United Kingdom
- United States of America
Institutes, Centers and Universities Where the Master’s Degree in Data Mining is Possibly Available for Free, through Scholarships
Master’s Degree in Business Intelligence Systems and Data Mining
- Faculty of Computer Science and Informatics
- England, UK.
MSc in Machine Learning and Data Mining
- Jean Monnet University
- Saint-Étienne, France.
Master’s Degree in Data Mining
- Central Connecticut State University
- Connecticut, United States.
Master’s degree in Big Data – Data Science, Analytics and Technologies.
- University of West Timisoara
- Timisoara, Romania.
Master’s Degree in Data Science for Management
- Università Cattolica del Sacro Cuore
- Milan, Italy.
Master’s Degree in Data Analytics
- UCLan Cyprus
- Larnaca, Cyprus.
MSc. in Computational Intelligence and Data Mining
- Czestochowa University of Technology
- Czestochowa, Poland.
Reference Prices of the Master of Data Mining Program
The prices of the Master in Data Mining can be varied. The prices of these Master’s degrees range from $7,250 to $42,200 per year. In some cases it can have a higher cost. The cost of this Master’s Degree will vary according to the country where it is taught, the institution or university that teaches the Master’s Degree, the modality, the duration and the materials provided during the study, among other factors.
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