data culture
Data Science Course
- Requirements: No previous knowledge is required.
- Modality: Online classes with room for doubts.
- Duration: 6 hours.
- Price: 150€.
- Material: We provide all the material to download and reuse (presentations).
- Software: No software.
- Valid certificate of completion.
Module 1 : Introduction to Data Science
- History and evolution of data science
- Types of data
- Types of data analysis
- Machine Learning, Artificial Intelligence and Big Data
45min.
Module 2 : Professions
- Engineer, analyst and data scientist
- Salary and job growth
45min.
Module 3 : Fundamentals
- Statistics
- Programming
- Field knowledge
- Skills
30min.
Module 4 : Data analysis tools and techniques
- Descriptive and exploratory analysis
- Parametric and non-parametric statistics
- Multivariate data and machine learning
- Outliers
- Bayesian approach
- Time series
- Phases of a data project
1hr.
Module 5 : Case studies and applications
- Social networks
- Medicine and health
- Cybersecurity
- Finance
- Industry
- Society
1hr. 30min.
Module 6 : Ethics and privacy
- Ethical and legal challenges
- Protection of personal data and privacy
30min.
Module 7 : Today and the future of data science
- New trends and technologies
- Future opportunities and challenges
1hr.
PhD. Elisa Cabana
Instructor
Elisa Cabana is a PhD in Mathematical Engineering, specialized in Statistics. She is also a researcher, data scientist and professor of data analysis at CUNEF University.
Available material
Presentations, codes, data, and all the material available for reuse.
Practical courses
Classes focused on the practical aspect, with space to solve doubts.
All ready to go?
Talk to us without obligation to clarify all your doubts.