Bootcamp Data Analytics & AI

On-campus / Online classes live

March 2025

24 weeks (300 hours) | 4 weekly live class sessions

4900€

Free access to complementary training:

  • Generative AI Course: Prompt Engineering and Productivity
  • Introductory programming course: Python
We prepare you to get certified in:
Microsoft Certified FundamentalsIT Specialist Data Analytics

Prework

Presentation of the curriculum, work tools, program operation and presentation of the group.

Study plan

Learn Data Analytics from scratch. You will understand the logic of the Python programming language, handle UNIX terminals and the most popular tools for data visualisation. At the end of the programme you will have the most widespread skills and techniques used in the digital data analytics work environment.

Prework

Presentation of the curriculum, work tools, program operation and presentation of the group.

Data Engineering Fundamentals
Programming Fundamentals

This module focuses on introducing the fundamentals of programming using Python, a widely used and versatile language that is ideal for beginners and professionals alike. Python is used in web applications, data analysis, artificial intelligence, task automation and much more. Its simple and readable syntax makes it easy to learn and develop, providing a solid foundation for the rest of the bootcamp.

  • Introduction and Basic Python Features
  • Data Types, Variables and Text Manipulation
  • Python Data Structures
  • Random Data Generation
  • Flow Control Structures
  • Python functions
  • Manipulation of Dates and Times
  • Lambda Functions
  • Regular Expressions
  • Working with JSON Data
Databases

This module provides a comprehensive introduction to the world of databases, covering everything from basic modelling principles to practical implementation using SQL. Through this course, students will learn how to define, manipulate and manage data within structured database systems, using SQL as the primary tool. The goal is to equip students with the skills necessary to design efficient databases and perform complex queries to support business decisions.

  • General Concepts and Database Modelling
  • SQL and NoSQL databases
  • Introduction to the SQL Standard: Data Definition Language (DDL) and Data Manipulation Language (DML)
  • Advanced SQL Standard: Subqueries and Common Table Expressions (CTEs)
  • Scripting in SQL
  • PostgreSQL
  • MongoDB
Data Transformation and Modelling

This module focuses on data transformation and data modelling, essential techniques for turning raw data into valuable information in business contexts. Through methodologies such as ETL, ELT, and EL, and using modelling standards such as dimensional modelling and Data Vault, students will learn how to create sophisticated data products. In addition, the course will address the use of modern tools for the orchestration of data flows and the creation of applications and APIs that enable the effective exploitation of transformed data.

  1. 1. Data Transformation
    • Modelling Techniques
    • ETL/ELT/EL
    • Data Flow Orchestrators
  2. Data Exploitation
    • Creating APIs
    • Data Applications
Exploratory Analysis

Exploratory data analysis (EDA) is a crucial stage in any analytics or modelling project. It helps us understand the structure, content and relationships within the data, making it easier to prepare for the development of Machine Learning models.

  • Introduction to Exploratory Data Analysis (EDA)
  • Python Environment Configuration for EDA
  • Descriptive Statistics with Python
  • Creating Interactive Graphics and Visualisations
  • EDA applications in Machine Learning
Data Analyst
Visualisation Principles and Techniques

The module is designed to provide students with an in-depth understanding of how to transform complex data into clear, effective and actionable visualisations. This course addresses both the fundamental principles of data visualisation and the advanced techniques needed to create charts and dashboards that support data-driven decision making.

  • Introduction to Data Visualisation
  • Types of Graphics and Their Applications
  • Designing Effective Visualisations
  • Visualisation Tools
  • Interactive Visualisation and Dashboards
  • Advanced Visualisation
  • Case Studies and Applied Projects
Advanced Data Visualisation

Advanced data visualisation is essential for turning complex information into clear insights that support strategic decision making in a business environment. In this module, the focus is on using business intelligence tools such as Power BI and Tableau to generate interactive reports and dashboards that present valuable information to decision makers.

  • Concept and Relevance of Storytelling in the World of Data
  • Key Elements of a Good Data Narrative
  • Tools for Effective Dashboard Implementation: Power BI
  • Python Integration for Preprocessing and Visualisation
Data Science & AI Fundamentals
AI Fundamentals: Machine Learning

This module sets the starting point for the world of Machine Learning, introducing you to the key concepts and essential techniques of the field. Through hands-on and applied learning, you will discover how models can unravel hidden patterns in data. The goal is to prepare you to handle more sophisticated challenges and dive into more advanced techniques in later modules.

  • Introduction to Machine Learning (ML)
  • Life Cycle of an ML Project
  • Fundamental concepts of ML
  • Supervised Learning: Regression
  • Supervised Learning: Classification
  • Supervised Learning: Decision Tree and Random Forest
  • Unsupervised Learning: Clustering
  • Dimensionality Reduction
Certification

An asynchronous module in which time will be provided to prepare for and take the certification exams included in the program. IMMUNE, in this case, acts as a facilitator in connecting the certifying entity and the student, easing the process but without having authority over the exam or the grades obtained by the students.

Capstone Project
  • Team building.
  • Choice of topic for final project.
  • Assignment of tutors.
  • Development of the project with an assigned tutor.
  • Project delivery.
Capstone Project Presentation

Presentation of the final project before a panel of experts.

*The academic program may be subject to changes in line with the changing demand for specific skills in the market. Your employability is our goal.

We rub shoulders with the best

Unai Obieta

Unai Obieta

CIO & CDO | Technology & Digital Transformation Director

Ana Patricia García

Ana Patricia García

Master's in Data Science Director | IT Internal Control Officer

Andrés Sánchez Ruiz

Andrés Sánchez Ruiz

Medicinal Chemical PhD Student

Emilio Caba Batuecas

Emilio Caba Batuecas

Senior Software Engineer

Hernán Amiune

Hernán Amiune

Machine Learning Consultant

Javier Castellar

Javier Castellar

Professor

Certification training

With this program, you will acquire the skills needed to work in a professional environment. To help you showcase them, IMMUNE offers you these official certifications for free:

Microsoft Certified FundamentalsIT Specialist Data AnalyticsCommunication Skills fot BusinessPMI Project Management Ready
ElizaCareer opportunities

Data Analyst | Data Journalist | Marketing Data Analytics | Psychological Research Analyst. The bootcamp prepares you for official international certifications such as: Associate Certified Analytics Professional (aCAP) | AWS Certified Data Analytics | Google Data Analytics Certificate or Certified Analytics Professional.


Certifications
Microsoft Azure

Microsoft Certified

DP-990

Pearson

IT Specialist

Data Analytics

Communication Skills for Business

PMI Project Management Ready™

IMMUNE

IMMUNE Technology Institute

Bootcamp Data Analytics & AI

Academic information

With the Data Analytics & AI bootcamp you will acquire in 24 weeks the necessary knowledge to dedicate yourself professionally to data analysis, and develop as a data scientist. You will learn Data Analytics from scratch.

With a practical and immersive methodology, you will use programming languages, such as Python, UNIX terminals and other tools for data visualisation. You will learn how to use Supervised and Unsupervised Machine Learning algorithms for decision making, and how to use artificial intelligence to analyse data, automate tasks and simplify workflows.

Program aims
  • Python. You will master the language.
  • Structural programmes that allow data to be visualised.
  • Using the power of data for business-focused decision making.
  • Using machine learning algorithms - supervised and unsupervised - to make decisions
  • Use artificial intelligence to analyse data, automate tasks and simplify workflows.
Career Readiness

The comprehensive training we deliver to our students thoroughly prepares them for the employment market. Through a personalized syllabus, we help them develop professional skills, establish relationships with companies and sail through recruitment processes.

An alternative training

In all our content, we include a percentage of Human Sciences to connect technology with soft skills.

Learning By Doing Methodology

It focuses on the practical application of knowledge and skills to foster meaningful and lasting learning.

Learning paths

With IDEIA, we design customized learning paths, tailored to your experience and goals. This ensures efficient progress, focused on what you truly need.

Our learning paths guide you from beginner to expert in your area of interest. They are structured and flexible itineraries, tailored to your pace, so you can reach your full personal and professional potential.

Learning paths
Admission test

This questionnaire will allow us to get to know your profile in depth and ensure that this course is perfectly suited to your level of knowledge and expectations, guaranteeing that you get the most out of our program.

Why should you take the test?
  • To assess your prior knowledge.
  • To ensure that this course is the right fit for you.
  • To offer you a personalized and unique learning experience.
How does it work?

The test is completely online, requires no prior preparation, and will take no more than 25 minutes.

Take the test

Testimonials

Financing

IMMUNE financing

Full payment

Si realizas el pago en una sola cuota te beneficiarás de un 15% de descuento.

6 interest-free instalments

6 interest-free instalments

External financing

Sequra

Sequra

Pay in installments, even if you are unemployed and cannot guarantee the loan.

Quotanda

Quotanda

Pay in installments, even if you are unemployed and cannot guarantee the loan.

ISA Bcas

ISA Bcas

Don't pay until you find a job in instalments adapted to your salary. Aimed at people with Spanish nationality or residence permit in Spain.

Fundae

Fundae

Pay for your training through the Spanish Employment Training Foundation. Aimed at active workers who wish to finance their program through the subsidized training program.

FAQs
This program is for you if

Do you want to level up?

Do you want to stay in your field or sector, but you want to continue learning and explore new challenges? It's time to give your professional profile a boost and align it with the latest trends in technology.

Are you finishing your degree, and you want an upgrade in technology?

We love your profile, because you dare to dream. And in the professional world, fortune favors the bold. If you are an entrepreneur or freelancer, this program will help take your professional projects to the next level.

Want to change your professional career?

If you want your career to take a new direction and enter the world of tech with a bang, the program will help you specialize and shape your professional profile.

Are you an entrepreneur or freelancer?

This program will put you in the spotlight, as technology is the engine of innovation and the key to staying competitive in a constantly evolving market.

What are the admission requirements?

It is not necessary to demonstrate any prior training for admission, only to go through the admission process consisting of an evaluation of your resume and a personal interview with our admissions team.

Will the tools I need be included in the price of the program?

The tools used throughout the program are licensed for free use, in some cases because we use educational licenses and in others because it is free software.

Is there a careers and employment guidance service?

We have an employability area which, through our Talent Hub program, is responsible for supporting the efforts of our students to enter the employment market. The services we offer include resources to help you search for and prepare for interviews, English tests, resume and/or Linkedin profile guidance, interview and elevator pitch training, and access to our exclusive internship and employment pool.

What are the requirements for my computer?

You will need to have access to a laptop with a camera, microphone and minimum requirements of 8 GB of RAM and an i5 processor.

What is the Capstone Project?

The final project is where everything you have learned throughout the program is applied and consolidated. You will present the project to a panel of professionals from companies in the sector, which represents a unique opportunity for students to demonstrate their knowledge to potential employers and also to network.

Can the course be delivered online?

Yes, the program is delivered online with live classes. As such, you will be in direct contact and under the supervision of the teachers, which will enable you to follow the classes and interact in a flexible and natural way.

What certification or qualification will I receive on completion of the course?

Once you have finished and passed the program, you will receive a diploma issued by IMMUNE Technology Institute in digital format and verifiable using blockchain technology.

Are there grants or scholarships available?

Yes, there are scholarships or study grants as well as financing options depending on students’ circumstances. Check out our scholarship and financing options.

Admissions Process

Our students are characterized by their passion for technology. Our admissions process focuses on who you are, how you think, what you have accomplished, and then sharing your goals.

Our aim is to get to know you better, see what makes you unique and ensure that the IMMUNE educational model adapts to your profile.

1. Application
2. Personal interview
3. Academic committee
4. Enrollment
Request informationStudy planCertificationsAcademic informationFinancingFAQs
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An innovative and vibrant Tech Hub

We are not conventional and our campus even less so.
Designed to replicate an ecosystem of startups and tech companies, we have created a Silicon Valley oasis in the heart of Madrid. Come and check it out.

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+2000m²
Paseo de la Castellana, 89
Co-working spaces
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Auditorium
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