Agentic AI & Data Science Bootcamp
Agentic AI & Data Science Bootcamp
OVERVIEW
Build the skills to turn a business question into a solution you can develop, test and explain.
The Agentic AI & Data Science Bootcamp combines statistics, Python programming, data analysis, machine learning and agentic AI. Starting from the foundations, you will learn to work with data, compare predictive models and build agents that use information and tools to carry out business tasks.
Throughout the program, you will work on a real company’s unresolved challenge using its operational data. Collaborate with your team, ask client leaders questions and develop a response that you will present to the company’s C-suite.
You will also build an agentic startup prototype within the Agentic AI subject. Define a service, design how its agents work and demonstrate how it handles requests and recovers from failures.
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Date
Date
March 5th - July 9th, 2027
Spanish-language version also available, date to be confirmed. Contact us for more information.
SCHEDULE
SCHEDULE
- Mon - Thu: 18:30 - 21:30
- Fri: 16:00 - 19:00
- Carlos MartínProgram Advisor
GOT QUESTIONS?
If you need further information about the program, please contact us.
University private degree
University private degree
This is an IE University*, private degree, taught within the programs of IE Business School—Executive Education.
*IE University is a university officially recognized by the Spanish educational authorities and authorized to award official undergraduate, master’s and doctoral degrees regulated and accredited by the Spanish Ministry of Education, and its own private master’s degrees. The latter have been designed by the University with the aim of contributing to the continuous updating of higher education, comprising programs with specific professional applications and always in line with IE University’s standards of academic excellence. Both types of degrees are backed by the rigor and prestige of IE University.
WHAT WILL YOU LEARN IN THIS PROGRAM?
- 01.
BUILD WITH PYTHON AND CODING AGENTS
Learn Python fundamentals and analyse data with pandas, understanding and verifying the code your agents produce.
- 02.
THINK WITH EVIDENCE
Use probability, statistical inference and regression to evaluate results, quantify uncertainty and compare AI performance.
- 03.
TURN DATA INTO DECISIONS
Acquire and clean data, query databases with SQL and build AI-assisted dashboards that answer business questions.
- 04.
BUILD AND COMPARE PREDICTIVE MODELS
Apply regression, classification and clustering, evaluate model performance and defend your choice.
- 05.
DESIGN AND ORCHESTRATE AI AGENTS
Build an agentic service prototype using language models, retrieval, memory and tools, with testing and human oversight.
- 06.
MAKE YOUR CASE WITH DATA
Turn technical findings into a clear business story and defend your team’s solution and recommendations to real-client leaders.
- ACCELERATE YOUR CAREER BY OBTAINING PRACTICAL KNOWLEDGE IN DATA SCIENCE
- 24Editions
- 1university in SpainThe Times Higher Education, Global University Employability Ranking 2019
OUR PARTNERS
WHY THIS PROGRAM?
- 01.
BUILD TECHNICAL SKILLS FROM THE FOUNDATIONS
Learn Python, statistics and SQL without needing a programming background. Develop the ability to understand, check and improve the work you produce with coding agents.
- 02.
CONNECT ANALYTICAL THINKING WITH BUSINESS DECISIONS
Assess evidence, quantify uncertainty and compare models. Learn to explain what the results support and recommend a practical next step.
- 03.
BUILD YOUR AGENTIC STARTUP PROTOTYPE
Combine language models, retrieval, memory and tools in a service-business prototype. Define agent responsibilities, test performance and keep people in control.
- 04.
WORK WITH A REAL CLIENT
Investigate an open business challenge with operational data, direct client dialogue and faculty coaching. Present your solution and defend your recommendations to senior business leaders.
OUR WAY
- PRACTICAL HANDS-ON LEARNINGIE Bootcamps are relevant and highly engaging from day one. Guided by our expert faculty and tutors, you’ll get to apply the concepts you have discovered in the class in real world situations and with the actual tools you will use in today´s workplace.
- ENHANCE YOUR EMPLOYABILITY IE Bootcamps are designed with deep and up-to-date research of most demanded skills in the market. Yes there is a real shortage in certain roles and functions! We prepare you to be the ideal candidate for these highly sought-after positions across a variety of industries.
- INTERNATIONAL IMMERSION What’s more, immersed in our international environment, you’ll gain a richer global perspective of today’s needs and challenges for young talent like yourself.
- BUILD RESILIENCE The IE Bootcamp will train you to work collaboratively in highly demanding environments and prepare you for a successful and sustainable career.
- STACK YOUR LEARNING IE Bootcamp maybe the first step in your journey to discover a new field. If you wish to gain deeper expertise IE Bootcamp´s course credits may be applied to selected master’s program at IE University so that you can continue building on this initial learning journey.
FINAL PROJECT · PRESENT YOUR SOLUTION TO THE C-SUITE
FINAL PROJECT · PRESENT YOUR SOLUTION TO THE C-SUITE
Work with your team to solve a real company’s business challenge using its operational data. With faculty coaching and direct client feedback, develop and test your solution, then present your findings and defend your recommendations to the company’s senior leaders.
WHY STUDY AN AGENTIC AI & DATA SCIENCE BOOTCAMP ?
DATA SCIENCE IS ONE OF THE FASTEST-GROWING CAREERS
Employment of data scientists in the United States is projected to grow by 35% between 2025 and 2035, compared with 3% across all occupations.
U.S. BUREAU OF LABOR STATISTICS
PYTHON IS THE SECOND MOST-USED LANGUAGE ON GITHUB
Python ranked second by contributor activity in GitHub’s 2026 Octoverse report, adding 3.23 million monthly contributors over the previous year.
GITHUB · OCTOVERSE 2026
THE DIGITAL SKILLS AND JOBS COALITION
THE DIGITAL SKILLS AND JOBS COALITION
The Digital Skills and Jobs Coalition brings together Member States, companies, social partners, non-profit organisations and education providers, who take action to tackle the lack of digital skills in Europe. IE University has pledged to carry out actions to reduce the digital skills gap in Europe by developing digital skills to enable all citizens to be active in our digital society and by transforming teaching and learning of digital skills in a lifelong learning perspective.
SPECIAL CONDITIONS
ALUMNI
As an IE alumni you are part of our community, and we want to support your passion for Lifelong Learning. Therefore, all IE alumni receive 25%* off tuition fees for all Executive Education programs.
*Alumni from Intensive Programs (less than a week duration), Summer Schools or High Impact Online Programs will receive 15% off.
Neither scholarship is compatible with other deductions.
CORPORATE
At IE, we are committed to encouraging companies to enroll teams of their employees. We believe this allows them to explore new perspectives together and speak a shared language of change. Companies that sign a Corporate Agreement are eligible for a 15% off the tuition fee for Executive Education programs for group of employees. Additional services and support may also be available for a Corporate Partner Agreement.
Neither scholarship is compatible with other deductions.
RELATED PROGRAMS
DATA SCIENCE AND VISUALIZATION FOR BUSINESS IN ENGLISH
In today’s climate, professionals are increasingly expected to leverage data to inform decisions and strategy. In this course, participants will obtain a comprehensive introduction to data science by exploring analytics, extracting insights and creating meaningful data displays.
ENGLISH | ONLINE
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Frequently Asked Questions
WHAT IS THE AGENTIC AI & DATA SCIENCE BOOTCAMP ABOUT?
The bootcamp combines analytical thinking, coding and AI agents to solve business challenges. You will learn statistics, Python, SQL, data visualisation, machine learning and agentic AI, applying your skills through practical exercises, an agentic startup prototype and a real-client consulting project.
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HOW LONG DOES THE PROGRAM LAST?
The Agentic AI & Data Science Bootcamp lasts 17 weeks. The next edition starts on March 5, 2027.
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DO I NEED PREVIOUS PROGRAMMING EXPERIENCE?
No previous programming experience is required. The program starts with the foundations of Python and data analysis, then progresses to predictive modelling and agentic AI. You will learn to understand, verify and improve the code you build with coding-agent assistance.
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WHERE AND HOW IS THE PROGRAM DELIVERED?
The program is available face-to-face in Madrid or virtually, allowing participants to join online from anywhere in the world. Classes are taught in English.
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WHAT SUPPORT WILL I RECEIVE DURING THE PROGRAM?
Faculty support combines technical guidance with project coaching. The AI & Data Lab introduces Git, GitHub and reproducible projects, followed by seven coaching sessions for the real-client project. You will also rehearse your final presentation with the program director and Data Lab professor. Career sessions cover professional positioning, interviews and salary conversations.
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WILL I WORK ON A REAL BUSINESS CHALLENGE?
Yes. Your team will work with a company’s operational data and an unresolved business need. Through direct client dialogue and faculty coaching, you will investigate the data, develop and test a solution, and present your findings and recommendations to the company’s senior leaders.
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WILL I BUILD MY OWN AI AGENTS?
Yes. Within the Agentic AI subject, you will develop a service-business prototype using language models, retrieval, memory and tools. You will define agent responsibilities, incorporate human oversight and test how the service handles requests and failures. This classroom project uses supplied infrastructure and is separate from the real-client consulting project.
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WHAT CAREER DIRECTION DOES THE BOOTCAMP SUPPORT?
The program prepares participants for junior agentic data-science work by combining technical capability with business judgement and communication. Its exercises and projects give you practical work to discuss in interviews and demonstrate how you approach business problems with data and AI.
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