
Data Scientist:in
Du wirst zum Data Scientist:in ausgebildet und entwickelst fundierte Fähigkeiten in Python, Statistik und SQL. So beherrschst du komplexe Datenanalysen, Machine-Learning-Modelle und neuronale Netze für praxisnahe Anwendungen.
Further start dates
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The learning experience of the future for the skills of tomorrow
Learn your way
Tailor your professional development with videos, practical exercises, group sessions, or 1-to-1 coaching.
Learn with excellent support
It is normal to have questions. With our award-winning educational support, you will get answers whenever you need them.
Learn from the best experts
You will learn exclusively from trainers who apply their knowledge in the industry every day.
Learn only relevant content
Your individual learning experience takes your prior knowledge and experience into account.
Learn your way
Tailor your professional development with videos, practical exercises, group work, or 1-to-1 sessions.
Learn with excellent support
It is normal to have questions. With our award-winning educational support, you will get answers whenever you need them.
Learn from the best experts
You will learn exclusively from trainers who apply their knowledge in the industry every day.
Learn only new content
Your individual learning experience takes your prior knowledge and experience into account.

Data Scientist:in
Du wirst zum Data Scientist:in ausgebildet und entwickelst fundierte Fähigkeiten in Python, Statistik und SQL. So beherrschst du komplexe Datenanalysen, Machine-Learning-Modelle und neuronale Netze für praxisnahe Anwendungen.
Further start dates
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The training course at a glance
Start and duration
Next start date
Part-time or full-time
850
Lessons
Certificates
Intermediate certificates for each module
Certificate of completion
Learning formats
Online courses
1-to-1 coaching
850
Interactive group courses
Locations
Remote
In-person at over 60 locations
Upon completion
Job search support
Free application coaching
Requirements
- Abgeschlossene Ausbildung und/oder abgeschlossenes Studium oder ersatzweise min. dreijährige Berufserfahrung in einem relevanten Bereich.
- Deutschkenntnisse auf Niveau B2
The learning experience for your future career
Next start date
Learn flexibly at your own pace
Fit your professional development around your daily life. Customise it with videos, practical exercises, group sessions, or 1-to-1 coaching.
You are in good company
Despite all the flexibility, you are not alone. You have plenty of opportunities to connect with others and can contact our award-winning educational support team at any time if you have questions.
Learn the latest content from the industry
You will learn exclusively from trainers who apply their knowledge to real-world projects every day.
Get help with your job search
Through exclusive partnerships with recruitment agencies and application coaching, you have the best chance of being invited to interviews.
Learn the way you want
Tailor your professional development with videos, practical exercises, group sessions, or 1-to-1 coaching.
Learn with excellent support
It’s normal to have questions. With our award-winning educational support, you can get answers whenever you need them.
Learn from the best experts
You will learn exclusively from trainers who apply their knowledge in the industry every day.
Learn only the latest content
Your individual learning experience takes your prior knowledge & experience into account.
What you will learn
Du startest mit Python3-Grundlagen und objektorientierter Programmierung sowie den Basics der Statistik. Anschließend vertiefst du SQL-Datenbanksysteme und Versionsverwaltung mit GitHub/GitLab, um Daten effizient zu verwalten. Im Kern erlernst du Machine Learning, neuronale Netze und Deep Learning mit PyTorch sowie bewährte Lern- und Prüfungsstrategien für deine Weiterbildung.
Data Science
- Einführung in Machine Learning und Pandas Dataframes
- Datenreinigung, Datenskalierung und synthetische Datengenerierung
- Lineare, multiple und polynomiale Regression
- Clustering und Ensemble-Methoden: K-Means, Bagging & Boosting
- Neuronale Netze mit PyTorch: Aufbau, Backpropagation und Hyperparameteroptimierung
Datenbanksysteme mit SQL
- Erstellung und Normalisierung von ERM und relationalen Modellen
- Komplexe SELECT-Abfragen mit JOIN, GROUP BY und ORDER BY
- Transaktionen, Nebenläufigkeit und ACID-Grundlagen
- Indizes, Views und Performance-Optimierung
- Änderung von Daten per INSERT, UPDATE und DELETE
GitHub/GitLab
- Versionsverwaltung mit Git: Branching, Merging und Konfliktlösung
- Agiles Arbeiten: Pull/Merge Requests und Workflow-Strategien
- Continuous Integration und Continuous Delivery (CI/CD)
- Software Testing und Qualitätssicherung
- Projekt- und Release-Management in GitHub/GitLab
Lernmethoden & Prüfungsstrategien
- Zeitmanagement, Motivation und Lernzieldefinition
- Gedächtnis- und effektive Lerntechniken
- Lese- und Prüfungsvorbereitungsmethoden
- Stressbewältigung und Prüfungsstrategien
- Methoden für erfolgreiche Prüfungsleistungen
Python3
- Grundlagen: Variablen, Datentypen, Kontrollstrukturen und Schleifen
- Objektorientierte Programmierung: Klassen, Vererbung und Methoden
- Datei- und JSON-Verarbeitung: Öffnen, Lesen, Schreiben
- GUI-Entwicklung mit tkinter und Grafikprogrammierung mit PIL
- Module, Fehlerbehandlung und Debugging-Strategien
Statistik
- Deskriptive Statistik: Mittelwert, Varianz und Standardabweichung
- Wahrscheinlichkeitsrechnung und Verteilungen (Normal-, Binomial-)
- Hypothesentests mit Konfidenzintervallen und Signifikanzniveaus
- Korrelation und lineare Regression
- Stichproben, Schätzungen und Normalapproximation
How you will learn
Learn using interactive formats that
prepare you for your career
Everyone learns differently. Your learning experience at velpTEC combines various learning formats to be both varied and educationally sound.
Everyone learns differently. That is why your learning experience at velpTEC combines various learning formats to be both varied and educationally sound.
1-1 sessions
You will receive unlimited personal support
from your trainers at any time.
Live workshops
In topic-specific workshops, you will
dive deep into practical subjects.
Remote and on-site
Learn entirely online or at over 60 locations –
whichever you prefer.
Interactive learning content
All learning content has been developed with educational experts and offers a mix of videos, scripts, practical examples, and exercises.

Adapt your learning content to your prior knowledge
Learn new things instead of repeating old ones – you can swap out the content of your training if you already have prior knowledge.
- Abgeschlossene Ausbildung und/oder abgeschlossenes Studium oder ersatzweise min. dreijährige Berufserfahrung in einem relevanten Bereich.
- Deutschkenntnisse auf Niveau B2
Learn new things instead of repeating old ones
Your prior knowledge counts – the training content is individually adapted to you.
We are highly rated on Trustpilot
The training at velpTEC impressed me with the relevance and up-to-date nature of its content, which prepared me exceptionally well for my future role as a personnel developer.
I was able to learn a lot of new things that are now really helping me in my new job. It is also very helpful that so many practical examples are shown and worked through, such as case studies from real marketing agencies.
I took a data science course at VelpTEC and am very satisfied with the entire experience. The quality of the learning materials was up-to-date and practical, which helped me to understand and apply the content effectively.
Thanks to velpTEC, I am experiencing outstanding professional developmentthat fits seamlessly into my daily work routine. I am supported by instructors who provide expert guidance along my journey.
Sometimes I spoke with an instructor multiple times in a single day during a course, and they even provided me with tips and materials for the future. I think this on-demand concept is fantastic. It’s like Netflix for professional development.
The remote concept is great. It allows for a good work-life balance. It is also very well implemented, with daily group chats and workshops.
The onboarding for JavaScript was excellent, and I also really enjoyed diving into the complex topics of AI—especially training neural networks.
I learned a lot, and the technology provided worked perfectly. One advantage of the online course was the flexible scheduling. The staff and instructors were very friendly.
My experience with velpTEC edutainment was consistently excellent and very positive. I would give both their content offerings and their customer support 5 stars.
The training content was highly relevant and up-to-date, allowing me to expand my knowledge in a targeted way and apply it directly to my daily work.
The instructors were always available to answer questions—friendly, patient, and incredibly helpful. I felt very well supported throughout.
The focus on learning by doing was a perfect fit for me, and the support team was always there whenever I needed help or had questions.
What our alumni say about velpTEC:
The onboarding for JavaScript was excellent, and I also really enjoyed diving into the complex topics of AI—especially training neural networks.
The training at velpTEC impressed me with the relevance and up-to-date nature of its content, which prepared me exceptionally well for my future role as a personnel developer.
The focus on learning by doing was a perfect fit for me, and the support team was always there whenever I needed help or had questions.
Get help whenever you need it.
Some topics are easier than others – that’s all part of learning. To help you make progress with challenging subjects, our award-winning educational support is always by your side.


Your career success is our goal
Strong partnerships with
recruitment agencies
velpTEC cooperates with well-known recruitment agencies that will put you forward to their clients once you have completed your further training.
1-to-1 coaching for
your application
In this 1-to-1 coaching, you will learn what HR managers look for. You will prepare for job interviews and salary negotiations.
CV and cover letter
optimisation
First impressions count. Your trainers will help you put the finishing touches to your application documents.

Learn through constant exchange with others
You have plenty of opportunities to share ideas and ask questions – whether in group discussions, the virtual learning space, one-to-one conversations, or workshops.
You also have unlimited access to our award-winning educational support if you ever need quick assistance.

top 500 for best customer service in Germany

Find your dream job faster
with our support
Exclusive partnerships with
recruitment agencies
After you graduate, our partners will proactively put you forward to well-known companies.
1-to-1 coaching for
your application
You will learn exactly what HR managers look for in job interviews and salary negotiations.
CV and cover letter
optimisation
First impressions count. Your trainers will help you put the finishing touches to your application documents.

Starting your learning journey
1. Apply for further training
Find a topic you're passionate about and apply for further training at velpTEC today.
2. Get advice on funding
Our experts will show you how to get the best possible funding for your further training.
3. Your individual offer
Start your learning journey and gain valuable skills in future-oriented topics. Take the next step in your career.
The start of your learning journey
1. Apply for further training
Find a topic you're passionate about and apply for further training at velpTEC today.
2. Get advice on funding
Our experts will show you how to get the best possible funding for your further training.
3. Your individual offer
Start your learning journey and gain valuable skills in future-oriented topics. Take the next step in your career.
Do you have any questions?
Do you have any questions about your application or want to know more about us? No problem! If you can't find the answer to your question in our FAQs, simply send us an email with your query.
How much can I customize my professional development?
Your learning journey with us is exceptionally flexible and tailored to your needs. You can learn online or in a hybrid format, access your learning platform 24/7 as needed, and receive personal guidance from our trainers. In workshops, you will deepen your knowledge alongside others. Additionally, we provide support with funding applications, as well as job placement and career coaching once you complete your training. This creates a professional development experience that supports you individually and positions you for long-term success in the digital workplace.
How much time do the training programs require?
We offer a range of programs, from short introductory courses to in-depth, long-term training. The IT Service Manager course lasts about 3 months, while the Frontend Product Engineer program takes approximately 11 months. Other options fall in between, such as the Cloud Architect course at around 5 months or the Cybersecurity Manager program at about 6 months.
What knowledge and skills will I gain from these training programs?
The curriculum covers everything from software development and app design to IT security, cloud architecture, and Internet of Things integration. You will explore programming, database management, virtualization, and automation. In addition to building technical expertise, you will gain an overview of security and data protection requirements. All content is designed with a practical focus, based on real-world use cases to prepare you for both current and future technologies.
Why are career opportunities in the IT sector particularly high after completing further training?
The demand for qualified IT professionals has been growing for years and will continue to intensify. Whether in software development, cloud infrastructure, cybersecurity, or data management, companies rely on expertise across all areas. By completing further training with us, you will build practical skills that are proven to be in high demand in the job market, providing you with security for your professional future.
What career paths are available after completing training in IT and Digital Foundations?
Our advanced training programs qualify you for key roles in a digitalized working world. These include positions such as Cloud Architect, Fullstack Developer, IT Security Specialist, Cybersecurity Manager, or Data Protection Officer. Depending on your specialization, you will work in the development, administration, or security of complex systems, opening up diverse entry-level and career advancement opportunities across the entire IT industry.
IT & Digital Foundations: Detailed training description
IT & Digital Foundations: Training for your future
At a glance
- At velpTEC you will find modern, practical, and fully fundable IT training courses with lifetime access to learning materials and personal support.
- Innovative learning concepts and workshops with industry experts provide you with up-to-date knowledge in digital transformation and support you on your career path.
IT training opportunities
The digital transformation opens up numerous paths to professional success. Today's IT training courses offer far more than just programming skills: you can specifically
- acquire skills in artificial intelligence,
- app and web development,
- or blockchain – all tailored to your individual needs.
With our hybrid learning model, you can set your own pace. Benefit from
- practical content,
- modern learning platforms,
- and direct interaction with professionals and fellow learners.
Whether you are starting your career, changing fields, or are already experienced in IT: further training helps you gain up-to-date expertise and open up new career paths.
Why is IT training so important today?
IT proficiency is among the most in-demand skills in the job market. New technologies such as Artificial intelligence, cloud computing, or blockchain are rapidly changing job profiles: across all industries in Germany, there is already a shortage of more than 100,000 IT specialists¹.
Companies are looking for employees who understand and actively help shape new technologies. Through regular professional development, you can keep your knowledge up to date and boost your employability.
An easy start to professional development
Do you have no prior IT knowledge? That’s no problem! Many training programs start with the fundamentals of
- computer science,
- networking,
- and programming.
Professional instructors will guide you step by step—all you need is curiosity and a healthy appetite for learning.
IT expertise
If you already have some initial experience, you can use specialized advanced training to become a sought-after expert. These courses provide
- industry know-how,
- agile methods,
- and practical tools.
Many of these Future Jobs Classes can be taken while working and fit perfectly into any lifestyle.
Career advantages and professional prospects through IT training
Practical training opens up new opportunities for future-oriented roles – for example as an
Many measures are tailored to current job requirements and provide you with the know-how for digitalization, cloud services, AI projects, or IT management.
Through our approach of lifelong learning , you can continuously adapt to new technological developments and keep your qualifications up to date. Testimonials show that further education can be flexibly integrated into your everyday professional life.
FAQ
How does further education in the field of digitalization work and who is it suitable for?
Most educational programs combine online learning, practical projects, and recognized certificates of completion – suitable for all experience levels.
How long does IT training take and what qualifications are available?
The duration ranges from a few weeks to several months (for specializations). Qualifications include institute certificates, vendor certifications and professional credentials.
Source
¹ Handelsblatt (2025). How AI is changing the job market for young IT professionals. https://www.handelsblatt.com/meinung/kolumnen/kuenstliche-intelligenz-wie-ki-den-arbeitsmarkt-fuer-junge-it-fachkraefte-veraendert/100168429.html
Ready to start your training as a data scientist? Here is how!
Your Data Scientist training: Become an architect of artificial intelligence
Data drives innovation, growth, and competition today. As a Data Scientist you use this information strategically to gain valuable insights and enable informed decision-making. You identify patterns, develop forecasts, and make complex relationships understandable.
Start your career path now!
Course content at a glance
With your Data Scientist training, you will develop a solid understanding of data-driven analysis, statistical models, and modern technologies. You will learn how to structure, prepare, and analyze data to use it for forecasting and informed decision-making. You will combine analytical thinking with practical application in real-world projects.
- Fundamentals of data science and machine learning
- Working with Python, Pandas, and dataframes
- Statistical metrics and linear regression
- Clustering methods such as K-Means
- Data processing, data cleaning, and visualization
- Introduction to Power BI and visual data analysis
- Creating interactive dashboards and working with Power Query
- Calculations and analysis with DAX
- Data integration from various sources
- AI and automation in data-driven processes
- Selection and implementation of AI tools and workflow automation
- Data protection and legal foundations for handling data
Your path in data science training: From Big Data to Smart Data
A data scientist analyzes large volumes of data and turns them into insights that companies can use to make better decisions. In this role, you combine mathematical thinking, statistical methods, and technical expertise with an eye for business contexts. You work with
- structured and unstructured data,
- identify patterns,
- develop forecasts,
- and derive concrete, practical recommendations from them.
In your new professional field, you bridge the gap between data, technology, and business. You analyze information from various sources, prepare it systematically, and develop models that make developments visible and future trends easier to assess.
This creates data-driven solutions that help companies improve products, identify risks earlier, and develop processes in a targeted manner.
Data collection
- Tasks: Capture and consolidate data from databases, interfaces, sensors, or other sources
Data preparation
- Tasks: Clean, structure, and prepare data for analysis
Exploratory analysis
- Tasks: Identify patterns, correlations, anomalies, and trends in data
Modeling
- Tasks: Develop and apply statistical models and machine learning techniques
Forecasting
- Tasks: Calculate future trends and derive data-driven predictions
Validation
- Tasks: Test models, verify results, and optimize processes
Visualization
- Tasks: Create dashboards and reports to make insights clearly visible
Communication
- Tasks: Present findings clearly and communicate them effectively to teams or decision-makers
Recommendations for action
- Tasks: Derive concrete measures from analyses and support strategic decision-making
Collaboration
- Tasks: Work with departments, management, and technical teams on data-driven solutions
Find out more now!
Why you are indispensable as a machine learning and predictive analytics expert in the modern economy
Data is generated in almost every area of a company today, and it only reveals its true value when it is transformed into clear insights and sound decisions.
After completing further training, you will take on a central role in an economy shaped by digitalization, automation, and artificial intelligence. Companies need people who can make data understandable and derive concrete impulses for products, processes, and market decisions from it.
Typical contributions in this professional field include
- With an analytical eye, you gain valuable insights from large volumes of data to inform strategic decisions.
- Precise forecasting allows you to identify trends, demand shifts, and risks early on.
- Data-driven optimizations help you improve processes and support robust, efficient operations.
- By leveraging modern models, you drive personalization, automation, and new digital applications.
- Clear analytics replace guesswork with solid facts, boosting confidence in your decision-making.
Take your tech career to the next level with Data Science training.
The Data Scientist training program at velpTEC follows a learning concepttailored to your goals. You receive a personalized learning paththat is customized to your prior knowledge and learning style.
You learn online with 24/7 access, visit a local branch whenever you like, or simply combine both. Furthermore, you choose a training program in Full-time or part-time.
Throughout the entire process, we support you with expert guidance and are always here for you. Even after you finish, we are happy to remain your primary point of contact.
You can also look forward to a high degree of practical relevance and top-tier quality standards. The training content is structured so that you can apply your knowledge directly in workshops, case studies, and projects.
Future-oriented topics such as artificial intelligence, big data, blockchain, sustainability and green tech are fully integrated. Classes are taught by highly qualified instructors designed and supported by a supportive learning environment . Depending on your personal circumstances, funding is available, potentially covering the full cost.
Mastering complex models: Achieve data mining success through targeted professional development
Data mining success is achieved when you analyze relevant patterns, correlations, and trends in a way that allows for concrete, practical action. This includes, for example, more precise forecasting, improved segmentation, or reliable assessments of risks and opportunities.
The key is the interplay between high data quality, appropriate methods, and rigorous validation of results. You will work
- in a structured way along data-driven processes,
- evaluate the validity of your models,
- and develop solutions that are sustainable in everyday business operations.
This turns raw data into strategic value that improves decision-making, strengthens processes, and enables long-term, scalable results.
Cutting-edge algorithms and deep learning: Your upgrade to Data Science 4.0
The next stage of data-driven work is already a reality, and that is exactly where our Data Scientist training program comes in. Data Science 4.0 represents a new generation of data analysis where systems are interconnected, data is evaluated in real time, and artificial intelligence is integrated directly into processes.
You will engage with technologies like machine learning, big data, IoT, and cloud computing, learning how to turn continuous data streams into immediately actionable insights. The goal is to make processes smarter, identify trends early, and make decisions faster and more accurately.
Unlike traditional approaches, you will work with dynamic models that continuously evolve and adapt to new data. This creates systems that learn independently, recognize patterns, and help companies operate more efficiently while unlocking new digital business models.
Advancing to a technical leadership role: Strategic training in Data Science
Data literacy is one of the most sought-after qualifications in today's job market. Companies across a wide range of industries rely on data-driven decisions and are actively looking for professionals with Data Science training who can make complex data understandable and use it to drive profit.
For you, this means excellent job market opportunities, versatile career paths, and long-term growth prospects. Especially in sectors like tech, finance, automotive, and healthcare, new roles in data analysis, machine learning, and digital business models are constantly emerging.
Salary and career prospects at a glance
- Starting salaries typically range from 45,000 to 58,000 euros gross per year.
- On average, many salaries fall between 60,000 and 70,000 euros gross annually.
- With increasing experience, salaries of 90,000 euros gross per year and more are often possible.
- In many regions, top salaries reach up to 99,000 euros gross annually.
- The job market shows very high demand with over 100,000 open IT positions.
- A shortage of around 100,000 specialists in the digital sector further strengthens your prospects.
- You are particularly in demand in the technology, finance, industrial, and healthcare sectors.
- Future-oriented topics like artificial intelligence, predictive analytics, and Industry 4.0 continue to drive demand.
- In the long term, you will open up opportunities in areas such as machine learning, data-driven product development, and strategic data analysis.
Start your career path now!
FAQ: Data Scientist Training
What is the key difference between data analytics and data science?
Data analytics focuses on evaluating existing data to understand trends and support decision-making. You analyze historical data, identify patterns, and present findings in an understandable way. Data science goes a step further by looking more toward the future.
As a data scientist, you develop models that enable forecasting, support automated decision-making, and reveal complex relationships. In doing so, you combine statistics, programming, and machine learning into a comprehensive approach.
Which frameworks and libraries will I learn about in the velpTEC data science training?
In the velpTEC data science training, you will work with modern tools and libraries that are widely used in the industry. These include, among others, frameworks for machine learning and data processing, as well as tools for modeling and visualization.
You will learn how to apply these technologies effectively to analyze data, develop models, and present results clearly. This allows you to build a solid technical foundation for data-driven projects.
Does data science have a future as a career field?
Data science is one of the most important future-oriented fields in the digital economy. Companies are increasingly relying on data-driven decisions, automation, and artificial intelligence, which continues to drive the demand for qualified professionals.
As a data scientist, you will work on topics that remain relevant in the long term and are constantly evolving. This opens up stable prospects, diverse areas of application, and attractive career opportunities across a wide range of industries.
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