Master in Big Data & A.I. Solutions

The Master in Big Data & AI Solutions will help you to become an international professional able to discover insights and drive innovation in any organization.

You will learn to extract relevant insights from data and to generate strategic solutions for any kind of organization or industry using the most advanced analytics and data technologies.

Contents:

• Data Science Foundations: during the subject, the students will learn how to manage data, perform time series analysis and forecasting in Python. They will learn how to fit data to probability distributions and regression models, use Python/Pandas to perform general statistical analysis in their data, apply appropriate and useful Geographic Information System (GIS) tools and Geostatistics in Python to find spatial data patterns.
• Classical Data Analysis: Students will learn analytical skills and the most important supervised and unsupervised learning algorithms for regression, classification and clustering, to apply them to an analytic or business intelligence strategy. They will learn how to use Python libraries to run these data mining algorithms and use the trained models for prediction.
• Artificial Intelligence: Students will learn how to use artificial neural networks in data analysis projects. They will learn methods for training neuronal networks, modern neural network architectures and frameworks, text classification and image classification.
• Data-driven business: The students will understand how big data projects can bring value to an organization, how data can be applied to solve real business problems because of the large amounts of data available generated by digitalization. Students will also develop communication and persuasion skills, since data results and projects usually have to be given and carried out in a company context.
• Innovation and Creative Technology: Students will experience the process of discovery, interpretation and ideation. They will learn techniques to identify opportunities and understand customer needs. They will integrate the process of conceptualization and creative design that will help them design innovative digital solutions.
• Infrastructure for Big Data: Students will learn how to use software for managing large amounts of data and fast data streams, particulary focusing on distributed systems for storage and processing data with an emphasis on the open source. They will learn how to design efficient system architectures to capture, process and store Big Data, as well as the best practices in provisioning, deploying, tuning and maintaining Big Data systems.
• Advanced Data Analysis: As a continuation of the Classical Data Analysis module, this one will develop the skills to deal with complex data types such as a “basket” (a set of elements like a shopping cart), a network/graph, or georeferenced data. Students will learn different methods to analyse each data type, like association rules mining, algorithms, georeferencing, creation of maps and location-aware models.
• Big Data Legal and Security: Students will learn what are the legal barriers of the data management and the core security principles in a Big Data project, including confidentiality, integrity and availability (CIA). They will also learn the principles behind symmetric and asymmetric cryptography and they will apply them by building an end-to-end security implementation for a corporate network.
• Entrepreneurship: Students will learn to shape opportunities, provide leadership and build the team to create economic and social value. They will create and develop business models for start-ups based on customer development and continuous validation, managing financial metrics and dealing with investors.
• Real-time Data Analysis: Students will learn the specialized data management infrastructures and algorithms needed to deal with challenging data sources. They will learn distributed algorithms, which are specifically designed for large-scale data being processed in a parallel/distributed computing environment. They will also perform operations in data streams, including clustering data, and use the map-reduce paradigm in a distributed setting.
• Data Visualization: The students will learn the skills necessary to explain the processes they performed with the data, including the entire data analysis pipeline, and the obtained results, in an effective and clear way to a broad audience. This includes being able to communicate all assumptions and nuances that this may have. Data visualization paradigms will be introduced and explored in the context of storytelling, describing how to use them to convey complex data-driven messages.
• Agile: The students will immerse in the Agile mindset by experimenting the Agile management practices. At the end of this subject they will be able to practice Scrum, understand Kanban, develop and idea from Vision to Deployment from an Agile perspective and define requirements with User Stories.

The Master in Big Data and A.I. Solutions is accredited by the University of Barcelona-IL3. The University of Barcelona is Ranked 1st university in Spain this 2024 (Webometrics, Academic Ranking of World Universities, THE World University rankings).

Barcelona Technology School has obtained 4 Stars in the QS stars Ranking, as one of the leading technology Institutions in Spain.

Barcelona, the European capital of innovation and a thriving international tech hub, is at the forefront of global Big Data and Artificial Intelligence projects. The city attracts leading international companies relocating their data and AI operations, creating unparalleled professional opportunities for those ready to lead the charge.

With our Master in Big Data and A.I. Solutions, you'll gain the most sought-after skills in Data and AI, delving deep into the intricacies of Large Language Models (LLMs) and generative AI technologies. You'll experience firsthand the innovative data-driven opportunities presented by industry leaders.

What Will I Learn?

Our comprehensive curriculum will transform you into a global professional capable of driving innovation and uncovering insights in any organization. You will:

• Master the latest AI and generative AI technologies, including LLMs.
• Learn to extract and interpret valuable insights from complex datasets.
• Develop strategic solutions across various industries using advanced analytics.
• Engage with real-world projects from top industry leaders.

Graduates of our program will be well-prepared for a range of exciting careers, including:

• Data Scientist: Analyzing and interpreting complex data to drive decision-making.
• AI Engineer: Developing and implementing AI models and solutions.
• Machine Learning Specialist: Creating and refining machine learning algorithms and systems.
• Generative AI Developer: Designing and deploying generative AI applications.
• Big Data Analyst: Handling and analyzing large datasets to extract meaningful insights.
• AI Consultant: Advising organizations on AI strategy and implementation.

Join us in Barcelona and be at the heart of the AI revolution. Unlock your potential and lead the way in transforming data into innovation.

Graduates of our program will be well-prepared for a range of exciting careers, including:

• Data Scientist: Analyzing and interpreting complex data to drive decision-making.
• AI Engineer: Developing and implementing AI models and solutions.
• Machine Learning Specialist: Creating and refining machine learning algorithms and systems.
• Generative AI Developer: Designing and deploying generative AI applications.
• Big Data Analyst: Handling and analyzing large datasets to extract meaningful insights.
• AI Consultant: Advising organizations on AI strategy and implementation.

Don't miss this opportunity to boost your skills in Big Data and Artificial Intelligence, while you have a life-changing experience. Whether you choose our vibrant on-campus experience in the sunny, dynamic city of Barcelona or our online modality, you’ll be immersed in an international environment that fosters innovation and helps you to be a future digital big data leader.

Pursuing our Master's degrees you will have the opportunity to:

• Meet students from all over the world: BTS attracts students from diverse global backgrounds, creating a rich, multicultural learning environment. This international exposure fosters cross-cultural collaboration and broadens your perspective.
• Be exposed to a diverse environment: the diversity at BTS extends beyond nationalities to include varied professional and academic backgrounds. This mixture of experiences and viewpoints enhances discussions, promotes innovative thinking, and prepares you to work in multifaceted teams.
• Live a personalized experience: BTS offers a personalized educational experience, tailoring support to your individual needs and career aspirations. This ensures that you receive the guidance and resources necessary to achieve your personal and professional goals.
• Be immersed in Barcelona’s Digital ecosystem: at BTS, learning goes beyond the classroom. You'll immerse yourself in Barcelona's thriving tech ecosystem through visits to leading companies and events, connecting theory with real-world practice and gaining invaluable industry insights.

Also, studying at BTS means living in the vibrant city of Barcelona, a hub of innovation, culture, and technology. This experience enriches your academic journey with the city's dynamic energy and lifestyle.

And if you cannot take the experience in Barcelona, you can take our Masters in any of our online formats (Syncrhonous and Asyncrhonous), exploring as well the possibility to join in person for a period of the academic year.

• Obtain professional opportunities: the connections and experiences you gain at BTS open doors to numerous professional opportunities. With strong industry links and a focus on employability, BTS helps you build a network that supports your career growth in the digital industry.
• Obtaining a Double degree: BTS partners with the University of Barcelona-IL3, providing you with a double Master Degree, accredited with 60 ETCs by both recognized institutions.