Program Overview
The Curso Data Science is a comprehensive online program that provides a deep understanding of data science concepts and skills. It covers the entire data flow, from data ingestion and storage to advanced analysis and visualization, using industry-standard tools and techniques. With a focus on experiential learning and networking, this course prepares you to become a highly sought-after data science professional in the rapidly growing industry.
Program Outline
You'll delve into the most current and complete programming languages, techniques, and tools for developing Data Science projects. This course is designed to transform you into a data-driven professional, capable of extracting valuable information and becoming a leader in one of the most in-demand fields.
Outline:
The course is structured into four modules:
- Module 1: Introduction and Fundamentals of Data Science (2 ECTS)
- UA1: Introduction to Big Data and Data Science:
- What is Big Data?
- The 5Vs
- What is Data Science?
- Data Sources
- UA2: Fundamentals of Mathematics and Statistics:
- Basic Statistics
- Calculating Basic KPIs with Python
- Module 2: Data Ingestion and Storage (3 ECTS)
- UA1: SQL and NoSQL Databases:
- SQL Databases
- What are NoSQL Databases?
- MongoDB
- ElasticSearch
- UA2: Storing Large Volumes:
- Cloud Storage
- HDFS File System
- UA3: HADOOP Ecosystem:
- MapReduce Paradigm
- Apache HIVE
- YARN Resource Manager
- Module 3: Data Processing and Analysis (5 ECTS)
- UA1: Advanced Python:
- ETLs with Python
- Pandas, Numpy, and Data Processing Libraries
- UA2: Machine Learning - Supervised Learning:
- Introduction to ML
- Supervised Learning Techniques: Classification
- Supervised Learning Techniques: Regression
- UA3: Machine Learning - Unsupervised Learning:
- Unsupervised Learning Techniques: Clustering
- Unsupervised Learning Techniques: Recommendation Systems
- Unsupervised Learning Techniques: Variable Extraction
- UA4: Deep Learning:
- Introduction to Deep Learning
- Neural Network Techniques
- UA5: Time Series:
- ARIMA Models
- Module 4: Data Visualization (2 ECTS)
- UA1: Fundamentals of Data Visualization:
- What is Data Visualization?
- Types of Visualizations
- Storytelling
- What is Business Intelligence?
- Data Visualization Tools
- UA2: Power BI:
- Data Ingestion and Processing
- Advanced Data Modeling
- Creating Dashboards
- Publishing on the Web and Power BI Service
Teaching:
- Methodology: 100% Online with live virtual classes that are recorded for those who cannot attend or want to review them.
- Faculty: The faculty consists of active professionals from companies like SIEMMENS, Telefónica, and Vodafone.
- Potential Career Paths:
- Data Scientist
- Data Architect or Engineer
- Big Data Architect
- Data Scientist Manager
- Data Strategy
- BI Analyst
Other:
- IBM Skills Academy Certification: The course includes access to a Data Science certificate from the IBM Skills Academy and exclusive content from the academy.
- Learning Experience: You'll have the support of expert teachers to facilitate your learning, as well as a dedicated tutor to guide you and help you achieve your goals.
- Flexibility: The online format offers flexibility with live virtual classes that are recorded for your convenience.
- Target Audience:
- New entrants seeking to develop their careers in Big Data and Data Science.
- Programming professionals looking to enhance their knowledge in specific data-related areas.
- Professionals in statistics and mathematics who want to learn programming techniques and tools to apply their knowledge to data projects.
- Professionals from other technology sectors who want to transition their careers to Big Data and Data Science.
Universidad Europea: A Comprehensive Overview
Overview:
Universidad Europea is a private university in Spain offering a wide range of academic programs, including undergraduate, postgraduate, doctorate, and technical degrees. It boasts a strong focus on practical learning, internationalization, and employability. The university has six campuses located in Madrid, Valencia, Alicante, and Canarias, as well as online programs for flexible learning.
Services Offered:
Universidad Europea provides a comprehensive range of services to its students, including:
Academic Support:
Educational counselling, internships, careers service, diplomas and certificates, management services, and financial information.Campus Life:
Active student clubs and associations, volunteering opportunities, and a vibrant campus experience.Internationalization:
Study abroad programs, international mobility opportunities, and tailor-made programs for international students.Research:
Extensive research opportunities, including collaborations with leading institutions and industry partners.Facilities:
Modern libraries, state-of-the-art classrooms, and specialized laboratories.Student Life and Campus Experience:
Students at Universidad Europea can expect a dynamic and engaging campus experience. The university fosters a strong sense of community with numerous student clubs and associations, providing opportunities for social interaction, extracurricular activities, and personal development. The university also encourages volunteering, promoting social responsibility and engagement.
Key Reasons to Study There:
Practical Learning:
Universidad Europea emphasizes a "learning by doing" approach, incorporating real-world projects, internships, and industry collaborations into its curriculum.Internationalization:
The university offers a diverse and international learning environment with a significant number of international students and faculty.Employability:
Universidad Europea boasts a high employability rate, with graduates finding employment within 18 months of graduation.Campus Locations:
The university's six campuses provide students with a choice of locations across Spain, offering diverse cultural experiences and opportunities.Online Programs:
The university's online programs provide flexibility and accessibility for students who prefer distance learning.Academic Programs:
Universidad Europea offers a wide range of academic programs across various disciplines, including:
Undergraduate Programs:
Degrees in Animation, Architecture, Biomedicine and Health, Business and Technology, Communication and Marketing, Criminology, Design, Fashion, Education, Engineering, Games Design, International Relations, Languages and Translation, Law, Sciences, Sports, and Tourism.Postgraduate Programs:
Master's degrees in various fields, including Business Administration, Big Data Analytics, Sustainability, Project Management, Construction Management, Sports Management, Esports Management, Sports Psychology, and Sports Nutrition.Doctorate and PhD Programs:
Programs in Biomedicine and Health, Engineering, and Sports.Higher-Level Technical Degrees:
Programs in Biomedicine and Health, Business and Technology, Communication and Marketing, Education, Engineering, and Gaming and Animation.Other:
Universidad Europea has a strong reputation for its commitment to quality education and innovation. The university is recognized by various rankings as one of the best private universities in Spain. It also has a strong partnership with Real Madrid Graduate School, offering specialized programs in sports management and communication.
