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Predictive Analytics - Process and Development of Predictive Models
Praus, Ondřej ; Pour, Jan (advisor) ; Mrázek, Luboš (referee)
This master's degree thesis focuses on predictive analytics. This type of analysis uses historical data and predictive models to predict future phenomenon. The main goal of this thesis is to describe predictive analytics and its process from theoretical as well as practical point of view. Secondary goal is to implement project of predictive analytics in an important insurance company operating in the Czech market and to improve the current state of detection of fraudulent insurance claims. Thesis is divided into theoretical and practical part. The process of predictive analytics and selected types of predictive models are described in the theoretical part of the thesis. Practical part describes the implementation of predictive analytics in a company. First described are techniques of data organization used in datamart development. Predictive models are then implemented based on the data from the prepared datamart. Thesis includes examples and problems with their solutions. The main contribution of this thesis is the detailed description of the project implementation. The field of the predictive analytics is better understandable thanks to the level of detail. Another contribution of successfully implemented predictive analytics is the improvement of the detection of fraudulent insurance claims.
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Applying of art therapy elements and artfiletic techniques in art education on the special primary school
MRÁZEK, Luboš
The work deals with the characterization of the education of children with mental retardation in the Czech Republic. Defines mental retardation, presents its individual rate and further characterizes individuals with moderate mental retardation. Describes a special art education and art education and gives a brief characterization. The work defines the concepts of art therapy and aftefiletics, describes their methods, techniques and aims. The main topic is to create a special art lessons in order to compensate for the degree of mental disability in the target group of children. The work presents topics, their names, objectives, organization, forms of work, equipment needed, assignment and describes the course. All subjects were applied in practice and are listed in the individual case reports.
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Possibilities of creative activities in the free time education (comparison of country and town)
MRÁZEK, Luboš
The work deals with the definition of the creativity and creative activity conception, defining of the subject, functions and aims of free time education. Furthermore, with the personality of free time teacher and his roles in the interaction with children and young people. The main topic is creative activities in the education of free time. The work defines the area of creative activity on the basis of hobby activities. After implementation of these areas provides the basic types of free time institutions. Finally, the work provides a comparison of options for creative activities in a country and a town.
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