Daniel Tement
Daniel Tement
Areas of education
Leads lectures and exercises from different fields.
Business Analysis
- The Need for Business Analysis
- The Breadth and Depth of the Ba Role
- Roles and Responsibilities
- Frameworks, Tools and Techniques
- Career Roadmap
Business Intelligence using Tableau
- Data Preparation
- Basic Charts
- Advanced Charts
- Interactivity
- Dashboards and Story Points
- Maps and Geospatial Visualization
Data Science using R
- Introduction to RStudio
- Data Import and Data Manipulation
- Basic Data Visualization
- Basic Statistics
- Linear Regression
- Basics of Deep Learning and Mashin Learning
Programming with Pyton
- Programming tool PyCharm
- Numbers and Expressions
- Strings and Functions
- Variables
- Taking input
- If Statements
- Lists
- Loops
- Dictionaries and Tuples
- Functions
Areas of research
Health care
- development of algorithms and models for optical noninvasive detection method for blood and human skin parameters (sugar, cholesterol, bilirubin, …); using data analysis with various methods, such as correlation analysis, regression, neural networks, machine learning, …
- statistics and business intelligence in the analysis and visualization of data in the field of stem cell research;
Agriculture
- development of algorithms and models for quick and easy detection of certain substances in agricultural products;
Smart Environments
- development of the model and platform for the establishment of a smart factory;
- development of business intelligence and optimization in the field of smart logistics;
