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Course

Fundamentals of a data stack course

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Duration

3 weeks

Levels

Advanced

Format

Blended Learning

Next Group Start

May 28, 2026

Do you work extensively with data and want to elevate your skills? This training is perfect for you. Learn to use essential tools that streamline data processing, save time, and enable you to work independently with advanced techniques.

Amsterdam Data Academy has been offering this bootcamp for 7 years and has trained more than 1.500 individuals. We understand that learning something new isn’t always easy. That’s why we developed our blended learning method, which focuses on a personal approach. Learn more about our method.

Boost your career

  • Improved career opportunities and higher earning potential
  • Optional access to top internships in the data world
  • Direct access to an online blended learning environment
  • A head start on advancing to expert positions
Enroll now

What to expect from this course?

After this course

  • Understand the key components of the modern data stack and how they support data-driven decision-making

  • Be able to set up and manage basic data pipelines using ETL platforms and data transformation tools

  • Apply best practices for data quality, governance, and security within a modern data environment

  • Confidently work with data infrastructure to build scalable and reliable data workflows

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Enroll Now

Discover our unique learning approach

What does Amsterdam Data Academy have to offer you?

Amsterdam Data Academy has been offering this bootcamp for 7 years and has trained more than 1,500 individuals. We understand that learning something new isn’t always easy. That’s why we developed our blended learning method, which focuses on a personal approach.

Blended Learning

We provide online learning with highly interactive live sessions.

Personal approach

We have a limited amount of students per course to give you all the personal attention you need.

Official Diploma

Receive the official diploma from the number 1 data educator in the world.

Teachers of this course

Learn from the best in the business. Our Amsterdam data course is taught by seasoned practitioners with decades of hands-on experience at top global companies.

Yermo Rinsma

Yermo Rinsma is a lecturer at Amsterdam Data Academy, where…

Yermo Rinsma is a lecturer at Amsterdam Data Academy, where he teaches Descriptive Statistics as part of the Data Science & AI curriculum. He is also affiliated with IT Academy Noord-Nederland (Hanze University of Applied Sciences), contributing to programs that help professionals upskill in data science and analytics.

With a strong focus on practical application, Yermo brings clarity to statistical concepts and supports learners in building a solid foundation in data-driven decision-making.

Read more
Mark Graus Docent Amsterdam Data Academy

Mark Graus

Mark is a data scientist with over 10 years of…

Mark is a data scientist with over 10 years of experience in both in the academic and business industry. He has worked on many data solutions in finance, healthcare, and marketing. Additionally, he has taught and conducted research at various universities, resulting in dozens of scientific publications, primarily in the fields of recommender systems and data-driven personalization.

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Marieke Peeters

Marieke holds a Master’s degree in Psychology and a PhD…
Marieke holds a Master’s degree in Psychology and a PhD in Artificial Intelligence. She previously worked at Xomnia and is now working as an independent lecturer and consultant. She assists organizations in responsibly deploying AI.
Read more

Flexible Financing Options

We offer multiple ways to make your learning journey more accessible:
UWV support, municipality vouchers, 0% interest TechMeUp loans, and flexible installment plans.

Explore all financing options
Average
Score
8.9

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Ready to join over 1450+ graduates?

Duration

3 weeks

Levels

All Levels

Format

Blended Learning

Next Group Start

May 28, 2026

AmsterdamDataAcademy_counseling

Fundamentals of a data stack course

This course is for anyone interested in working with data engineering tools, like Azure, Databricks and Snowflake. You do not need prior knowledge of any of these tools to follow this course. Some coding experience is recommended but not necessary.

The course includes

  • Interactive live sessions
  • Access to learning platform
  • Personal help by your teacher
  • Access to community group
  • Official certified diploma

What you'll learn

  • The core components of the modern data stack: ingestion, storage, transformation, analytics, and visualization

  • How to design and implement basic data pipelines using ETL tools and data warehouses

  • Best practices for data quality, governance, and security in modern data environments

  • How to build scalable, reliable workflows that support effective data-driven decision-making

Frank Mulders

Nationale golfbond

The instructor took us on a playful, educational, and effective learning journey

“The instructor took us on a playful, educational, and effective journey through the marketing landscape of ‘conversion attribution’! Through a practical case, he provided insight into very technical marketing material in a remarkably simple way! Hats off!”

Marjolijn van 't Oost

Travel company

We can certainly recommend the training to others

“An informative and interactive training from Amsterdam Data Academy. Thank you for the text, explanations, and presentation, good job! This will definitely help us move forward. We can certainly recommend the training to others.”

Marcel van Brienen

Marketer

We immediately started working on ML models for our clients

“Thanks to this course, we can now create regression models ourselves. We immediately started working on churn prediction and media mix modeling for our clients. Thanks to the enthusiasm and knowledge of the instructor, the course was enjoyable, educational, and above all, immediately applicable.”

David Roose

Data analist

Dive into data science

“This program prepares you to dive into data science through a series of practical cases that are extensively covered. Ideal for those who want to go beyond just working with Excel but are not yet ready to dive into coding immediately.”

Wilbert Groenewoud

Engineering agency

This course is perfectly accessible even without prior knowledge of data

“In a short time, I was taken through the basics of Machine Learning and introduced to the various aspects and terms within Data Science. This was done in a clear and engaging manner and supplemented with clear assignments that could be done as homework. This course is perfectly accessible even without prior knowledge of data science and machine learning.”

Hanna de Gruijter

Data Scientist

Especially the assignments were very enjoyable to work on

“Such a fun and educational course! Well-structured in terms of topics and sequence. And especially the assignments were very enjoyable to work on. The instructor has put a lot of effort into them. There was plenty of information from the lessons combined with Google and documentation of Python libraries to complete the assignments. While working on the assignments, you get to know Python better with each task.”

Remko de Jongste

Data Scientist

Due to the course, the promotion quickly became a reality for me

“The Data Science bootcamp has propelled me significantly in a short amount of time. Even during the course, an opportunity arose within the organization to advance to a role as a Data Scientist at an international level. Thanks to the newly acquired knowledge from the bootcamp, I was able to distinguish myself strongly, and the promotion quickly became a reality for me. The course itself was very enjoyable; the intensive interaction with fellow participants and hands-on homework assignments made it highly educational as well. I highly recommend it to anyone considering a career switch to Data Analytics / Data Science.”

Pascal Bovy

Freelancer

A great introductory course to explore the world of data science

“A great introductory course to explore the world of data science. In addition to programming, there are also interesting lectures by professionals in the field. This makes the learning material more engaging.”

Navneeta Sahal

Data Analyst

The practical approach taken throughout the course was truly commendable

“The Data Science and Machine Learning Boot Camp offered a comprehensive and immersive learning experience. The curriculum is well-structured and covered all the fundamental concepts of data science and machine learning. The practical approach taken throughout the course was truly commendable. Hands-on exercises and real-world case studies were integrated into every module. The instructors and teaching assistants were supportive and they provided valuable feedback on assignments and projects. The knowledgeable instructors and interactive learning platform made it a truly enriching journey. “
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Individual

Personal guidance at your own pace
✓Personal coach
✓Flexible scheduling
✓Customized assignments

per person

Most popular

Group

Learn together with like-minded people
✓Fixed class schedule
✓Interaction with fellow students
✓Networking opportunities

per person

Team

Solutions for your organization
✓Customized for teams
✓Cases from your organization
✓In-company training available

per person (minimum of 4 people)

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Available start dates

Group training

- Learn in a collaborative group environment

per person

May, 2026

4 spots left
Starting May 28, 2026
This course includes 3 weekly interactive online classes and personal assistance to your homework.
Thursdays: 10:00-11:00

€995

October, 2026

2 spots left
Starting October 22, 2026
This course includes 3 weekly interactive online classes and personal assistance to your homework.
Thursdays: 10:00-11:00

€995

Personal training

Want to follow the course at your own pace? With this personal training option, you’ll work through the course materials independently in our online learning environment. You’ll also have access to class recordings and can easily reach out to your instructor with any questions.

  • Learn anytime, anywhere
  • Access recordings of previous classes
  • Get support from your instructor when needed

€1.250

Team Training

Perfect for those who to set-up a training with their own organization

  • Select your own startdate
  • Trailor the content to your own needs
  • Plan your own incompany live sessions *starting from 4 participants

€750
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