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Data Science Konzepte und Projektmanagement
Du erwirbst praxisnahes Wissen zu Data Science Konzepten und kombinierst es mit effektivem Projektmanagement – inklusive KI-Unterstützung und Change Management. So steuerst du datengetriebene Projekte erfolgreich von der Idee bis zum Abschluss.
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Further start dates
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The learning experience of the future for the skills of tomorrow
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Learn your way
Tailor your professional development with videos, practical exercises, group sessions, or 1-to-1 coaching.
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Learn with excellent support
It is normal to have questions. With our award-winning educational support, you will get answers whenever you need them.
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Learn from the best experts
You will learn exclusively from trainers who apply their knowledge in the industry every day.
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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 Science Konzepte und Projektmanagement
Du erwirbst praxisnahes Wissen zu Data Science Konzepten und kombinierst es mit effektivem Projektmanagement – inklusive KI-Unterstützung und Change Management. So steuerst du datengetriebene Projekte erfolgreich von der Idee bis zum Abschluss.
Further start dates
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The training course at a glance
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Start and duration
Next start date
Part-time or full-time
800
Lessons
Certificates
Intermediate certificates for each module
Certificate of completion
Learning formats
Online courses
1-to-1 coaching
800
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
In dieser Weiterbildung lernst du die Grundlagen der Data Science, von explorativer Datenanalyse bis zu Machine-Learning-Algorithmen, und setzt sie in Business- und Digitalisierungsprojekten um. Du vertiefst dein Know-how in Projektmanagement-Methoden, agiler Steuerung und dem Einsatz von KI-Tools. Ergänzend beherrschst du Change Management, Controlling und die strategische Gestaltung digitaler Geschäftsmodelle. Nach Abschluss bist du in der Lage, datenbasierte Projekte ganzheitlich zu planen, zu steuern und nachhaltig zu verankern.
Change Management
- Grundlagen und Definition des Change Managements
- Change Management-Modelle
- Kommunikation und Changemanagement
- Widerstand und Umgang mit Veränderungen
- Integration von Changemanagement in die Unternehmenskultur
Controlling
- Kennzahlen, Kennzahlensysteme und Reporting im Controlling
- Kosten- und Leistungsrechnung: Erfassung und Analyse
- Operative Planung und Budgetierung
- Strategisches Controlling und Frühaufklärung
- Spezifisches Controlling in Beschaffung, Logistik und Projektcontrolling
Data Science Konzepte
- Explorative Datenanalyse und Datenaufbereitung
- Regressionsanalyse und Umsatzprognose (Casestudy)
- Klassifikation mit Support Vector Machines
- Clustering-Algorithmen und K-nearest Neighbor
- Datenethik und NX Boost
Digital Business Modelling
- Definition und Ziele digitaler Business-Modelle
- Prozess der User-Bewertung mittels Prototypenentwicklung
- Wirtschaftliche Bewertung von Geschäftsmodellen
- UX-Design und dominante Designs
- DVC-Framework und Infrastruktur
KI-gestütztes Projektmanagement
- KI-Tools für Projektplanung und Ressourcensteuerung
- Automatisierte Statusberichte und Risikoanalysen
- Predictive Analytics für Projektprognosen
- Agiles Arbeiten mit Copilot und Notion AI
- Teamkollaboration auf KI-basierten Plattformen
KI-Management
- Entwicklung einer KI-Strategie und Geschäftsmodellen
- Auswahl und Bewertung von KI-Technologien
- Datenethik, Datenschutz und Risikomanagement
- Implementierung von KI-Projekten und Change Management
- Aufbau und Führung von KI-Teams
Organisation digitaler Prozesse (Digitalisierung)
- Einführung in digitale Transformationsfaktoren
- Neue Geschäftsmodelle mit additiver Fertigung und Blockchain
- Digitalisierungsprojekte erfolgreich umsetzen
- Logistik 4.0 und DLT-basierte Prozesse
- Management von AI-Initiativen in Unternehmen
Projektmanagement Allgemein
- Einführung in traditionelle, agile und hybride Methoden
- Projekt-Initialisierung und -Definition
- Rollen und Aufgaben des Projektleiters
- Teamentwicklung, Führungskompetenzen und Konfliktmanagement
- Kommunikationsmodelle und Standards
Projektmanagementtools
- Überblick zu MS Project, Trello, Asana und JIRA
- Integration von PM-Tools in Softwarelandschaften
- Erstellung und Verwaltung von Gantt-Diagrammen
- Ressourcen- und Budgetplanung in MS Project
- Reporting und Analysefunktionen
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.
Your trainers for the area
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.
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.
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.
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 onboarding for JavaScript was excellent, and I also really enjoyed diving into the complex topics of AI—especially training neural networks.
The instructors were always available to answer questions—friendly, patient, and incredibly helpful. I felt very well supported throughout.
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.
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 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 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.
My experience with velpTEC edutainment was consistently excellent and very positive. I would give both their content offerings and their customer support 5 stars.
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.
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
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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 extensive are the training programs in this field?
The scope ranges from short programs of around 3 months, such as the Stakeholder Manager or Agile Project Manager, to longer formats like the Operations Manager, which lasts about 8 months. Further training options such as the Process Automation Manager (approx. 6 months) or the Data-Driven Process Manager (approx. 9 months) show that you can choose the right level of intensity to suit your goals.
How much flexibility do I have in customizing my further education?
Your learning journey with us is flexible and tailored to fit your lifestyle. You can learn online or in a hybrid format, with 24/7 access to materials and personal guidance from our professional trainers. Workshops and group projects reinforce what you’ve learned, while individual support ensures you make steady progress at your own pace. Additionally, our team provides assistance with funding opportunities, entering the job market, and long-term career planning.
What topics are covered, and how practical is the curriculum?
The focus is on project planning, process analysis, automation, quality assurance, and change management. You will learn how to work with digital tools, apply agile methods, and continuously improve workflows. Case studies, practical exercises, and real-world scenarios ensure that you can apply your new skills directly to your professional life.
Why is it worth specializing in Project & Operations?
Projects and workflows are the backbone of any organization. Professionally planning, managing, and digitizing them provides companies with stability and future-readiness. Your prospects are excellent, as professionals with sound project management skills, agile methodologies, and process expertise are in demand across all industries. By specializing, you can actively shape change and establish yourself as a sought-after expert for the long term.
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Find your perfect
course
Focusing on your experience and career goals – our professional development experts are here to help you find the perfect course.
