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Kreativitätstechniken und AI-Development mit Machine & Deep Learning
Du verbindest Kreativitätstechniken mit modernem Machine & Deep Learning und AI-Development, um in 15 Wochen eigene KI-Lösungen zu gestalten. Setze innovative Ideen in die Praxis um und entwickle maßgeschneiderte KI-Assistenten und -Modelle.
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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.
Kreativitätstechniken und AI-Development mit Machine & Deep Learning
Du verbindest Kreativitätstechniken mit modernem Machine & Deep Learning und AI-Development, um in 15 Wochen eigene KI-Lösungen zu gestalten. Setze innovative Ideen in die Praxis um und entwickle maßgeschneiderte KI-Assistenten und -Modelle.
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
600
Lessons
Certificates
Intermediate certificates for each module
Certificate of completion
Learning formats
Online courses
1-to-1 coaching
600
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 entdeckst du effektive Methoden zur Ideenfindung und kombinierst sie mit fundierten Grundlagen in Machine Learning, Deep Learning und AI-Development. Du lernst, eigene GPTs zu konfigurieren, dialogbasierte Systeme zu entwickeln und neuronale Netze zu trainieren. Praxisnahe Projektarbeiten festigen dein Wissen in Modellbewertung, Optimierung und Integration in bestehende Systeme. So entwickelst du am Ende innovative KI-Lösungen und Anwendungen.
AI-Assistant Development
- Eigene GPTs und KI-Assistenten konfigurieren (OpenAI, Claude)
- Wissensdatenbanken und RAG-Systeme aufsetzen
- KI-Assistenten für Kundenservice und FAQs aufbauen
- Integration von KI-Assistenten in bestehende Systeme
- Testing, Monitoring und kontinuierliche Verbesserung
AI-Development
- Einführung in AI Development und KI-Grundlagen
- Sprachverarbeitung und NLP-Grundlagen
- Entwicklung dialogbasierter KI-Systeme (Chatbots)
- Multi-Channel Chatbots
- Evaluation und kontinuierliche Verbesserung von Modellen
Deep Learning
- Grundlagen des Deep Learning
- Neuronale Netze: Aufbau und Funktionsweise
- Backpropagation: Grundlagen und Anwendung
- Convolutional Neural Networks (CNN) und Faltungsschichten
- Rekurrente neuronale Netze für variable Datenstrukturen
Kreativitäts- und Innovationstechniken
- Inspiration schaffen und inspirieren lassen
- Umsetzen, Kombinieren, Umkehren und Ersetzen von Kreativtechniken
- Denkmethoden in der Gruppe und alleine
- Phasen im Kreativprozess
- Anwenden und Umsetzen von Kreativitätsmethoden
Machine Learning
- Einführung in Machine Learning und Python-Umgebung
- Datenvorbereitung: fehlende Werte, One-Hot Encoding, Standardisierung
- Klassifikationsverfahren: Perzeptron, k-NN und Random Forests
- Clustering- und Ensemble-Methoden (k-Means, Bagging, Boosting)
- Modellbewertung und Hyperparameter-Tuning mit Accuracy und Confusion Matrix
Prompt Engineering
- Effektive Prompts erstellen & adaptive Optimierung
- Zero-Shot, One-Shot und Few-Shot Learning
- Chain-of-Thought Prompting und strukturierte Techniken
- Tokeneffizienz, Kostenmanagement & Automatisierung mit KI-APIs
- Ethische Herausforderungen, Bias-Reduktion und Bias-Management
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
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.
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.
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.
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 onboarding for JavaScript was excellent, and I also really enjoyed diving into the complex topics of AI—especially training neural networks.
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.
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.
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 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.
The instructors were always available to answer questions—friendly, patient, and incredibly helpful. I felt very well supported throughout.
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.
What our alumni say about velpTEC:
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.
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.
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 much time should I set aside for these training programs?
Our professional development programs vary in scope and intensity. Compact formats like the Agile Data Analyst run for 4 months. More in-depth options, such as the Data-Driven Sales Manager or the AI-Driven Prototyping Specialist, span approximately 8 months. You can also choose the AI Developer or the Deep Reinforcement Learning Specialist, both of which take about 6 months to complete.
How important will AI and data skills be for companies in the future?
Organizations worldwide are leveraging artificial intelligence (AI) to streamline processes, gain deeper customer insights, and drive innovation. From finance and healthcare to manufacturing and retail, data literacy has become a strategic necessity. Professionals with solid expertise in artificial intelligence and big data are in high demand across all industries and are highly valued for their skills.
How flexible is the design of my learning path?
Your professional development with us adapts to your individual situation. You decide whether you learn online or in a hybrid format, gain 24/7 access to all materials, and receive personal guidance from our trainers. Group exercises and workshops provide a meaningful complement to your individual learning journey. Furthermore, the entire velpTEC team is here to support you with funding opportunities and assist you in taking your next career steps.
What are the key focus areas of the program?
Our curriculum covers everything from machine learning and deep learning to natural language processing, computer vision, and reinforcement learning. These modules are complemented by data preparation, visualization, and the practical application of analytical tools. Every course is designed with a hands-on approach, ensuring you don't just learn the theory, but also apply these methods in real-world scenarios.
What new roles can I take on with further training in AI & Big Data?
By specializing in AI & Big Data, you prepare yourself for roles that are essential today and will be in the future. Whether as a Data Scientist, Machine Learning Engineer, Computer Vision Engineer, or AI-based Business Analyst, you will be working in a job market where data-driven decisions are the foundation for innovation and competitiveness.
AI & Big Data: Detailed Course Description
AI & Big Data training courses from velpTEC
Key highlights at a glance
- Future-proof learning: velpTEC prepares you for the digital workplace with practical, eligible training courses.
- Individual & flexible: Learn online, at one of over 50 locations, or as a team – guided by experienced industry professionals.
- Professional development: Build up current skills in data analytics, AI, and big data to strengthen your position in the job market.
Your gateway to the key skills of the digital future
Data is the gold of the 21st century – and data scientists are playing a decisive role in shaping the digital future. With modern, state-funded, or self-financed training at velpTEC you can qualify for a wide range of roles in a data-driven professional world. Our training courses provide you with practical skills in
- data science,
- Artificial Intelligence
- and Big Data.
Why AI & Big Data Scientists are in such high demand
Digital transformation is long since a reality. Companies across all industries are making data-driven decisions and relying on AI and Big Data analyticsto remain innovative and competitive. As a result, the demand for data experts is growing rapidly. Whether in
- healthcare,
- manufacturing,
- e-commerce,
- or public administration.
Professionals who can turn vast amounts of data into strategic innovations and real added value are in demand everywhere. Thanks to certified, practice-oriented training, entering these future-proof careers is easier than ever.
Your path to becoming a Data Scientist: Practical training at velpTEC
velpTEC offers you further educationthat fits into your daily life – whether you are a beginner or already have prior knowledge. Our programs combine digital learning formats with real-world professional cases and are guided by experienced industry trainers.
Thanks to our modular structure, you can start at any time and develop step by step. The content is highly relevant and closely aligned with the requirements of
- business,
- IT,
- administration
- and other future-oriented industries.
AI Applications & Big Data Analytics: Your Career Boosters
The more complex the Data, the more important the right tools and people become. In velpTEC training courses, you will learn how to big data, machine learning, and AI technologies in practice: from data analysis and visualization to programming languages like Python.
- Workshops,
- live sessions,
- and hands-on in-house seminars ensure real-world application.
This prepares you to master everything from data collection to the development of your own AI solutions.
Innovative formats: Flexible, eligible for funding, personally supported
All training courses are AZAV-certified and can be up to 100% funded by
- the Federal Employment Agency,
- job centers
- or pension insurance.
Your focus remains on your own progress. Personal consultation helps you find the perfect program for your goals.
Checklist: How to get started with AI & Big Data
- Analysis of your current situation & goals during the consultation
- Selection of the optimal training format & start date
- Clarification of financing or funding (e.g., education voucher)
- Individual learning plan, personal support
- Practical project work during the training
- Certified qualification & career entry support
Career diversity and future opportunities through Big Data
With a successfully completed Data Science training, many doors will open for you. Graduates are in higher demand than ever – whether as a Data Scientist in healthcare, a Data Engineer in the financial sector, or a project manager for digital innovation.
Benefits of velpTEC at a glance
- Industry-expert trainers – personalized support
- Flexible learning formats & start dates – for every lifestyle
- 100% fundable training – supported by the Federal Employment Agency
- Cutting-edge content in AI, Big Data, and Data Analytics
FAQ
Who are velpTEC Data Science courses for?
For professionals, career changers, and job seekers – all levels are welcome, from beginners to experts.
What makes our training programs stand out?
Real-world case studies, individual mentoring and immediately applicable knowledge for your daily work.
Can I start without any prior knowledge?
Yes! Our modular structure and personal support make it easy for beginners to get started.
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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.
