Training
This training is held in German.
More and more data is being generated in the digital world. Companies in all sectors are trying to gain valuable insights and competitive advantages by collecting, analyzing and evaluating the data available to them. But what is the ideal process for such data projects? Where do you start, how do you proceed, where are the pitfalls and how can they be cleverly avoided? In this compact seminar on data science, you will gain the knowledge and techniques to recognize and exploit the potential of your company data. You will not only learn all the steps involved in successful data projects - from asking the right business-relevant questions to evaluating the results. You will also be shown how to use important key concepts of machine learning and how to make business decisions with the help of artificial intelligence. This training is an in-depth introduction for specialists and managers. It is also suitable as a starting point for anyone who wants to begin training as a data analyst or data scientist.
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Did you know?
This course is part of the certified Master Class "Data Analyst". If you book the entire Master Class, you save 25 percent compared to booking the individual modules.
Contents
Further training in accordance with AI Regulation Art. 4 for the obligation to provide evidence of AI competence
1. introduction to data science and machine learning
- Basic terms and concepts of data science
- Data-driven mindset as a success factor in the company.
- Requirements for data-driven companies
- Supervised and unsupervised machine learning
- Methods in supervised and unsupervised learning
- Important roles in data science projects
- What infrastructure is needed for data science projects?
2. the CRISP-DM cycle as a standard in data analysis
- Business Understanding: Goals, requirements, questions
- Data Understanding: Data structure and data quality
- Data preparation: cleaning, filtering and formatting data
- Modeling: Developing and validating data models
- Evaluation: Reviewing models and aligning them with business objectives
- Deployment: Putting models for data analysis into operation
3. all phases of the data project explained in detail
- Exploratory data analysis and its forms of presentation
- Position parameters and scattering parameters
- Recognize linear and non-linear relationships
- Assessing the relevance of data
- Clean up and prepare data
- Modeling: Classification, regression and clustering
- Evaluate the model and put it into production
Learning environment
This training takes place on two days in presence. This guarantees a direct exchange with the trainers and other participants .
Once you have registered for the Data Science course, you will receive useful information, downloads and extra services for this qualification in your online learning environment.
Future Jobs Club: You get exclusive access to a business network, micro-learningssparks), news and future work hacks.
Your benefit
Are you a decision maker and want to gain more than just an overview of simple data analyses? Are you a subject matter expert and want to make better use of the data you encounter every day? You will take away the following from this 2-day classroom seminar on data science:
- You can assess how you are positioned in the area of data science and what potential lies in your company data.
- You will gain comprehensive and application-oriented insights that can be used as the basis for data-driven decision-making processes.
- You will develop the necessary business understanding for data analysis across various industries and learn how to define goals for data projects based on specific scenarios.
- You will learn all the steps of a data science project along the cross-industry framework CRISP DM.
- You will carry out your first data analyses in exercises and practice with real data sets.
Methods
Interactive lecture, discussion, individual and group work.
Recommended for
This training is aimed at specialists and managers from all sectors who want to deepen their knowledge of working with data or who want to carry out data analyses themselves or introduce them in the company.
Further recommendations for "Smart Data Science: Your entry into professional data analysis"
Attendees comments
"Great training! I particularly liked the lively, practical discussions with the group and the trainer."
Michael Arnolds
Leverkusen
"The training provides a great introduction to the topic of data science. The CRISP cycle, the explanation of the various methods and the overview of the tools (software) were very helpful."
Dr.-Ing. Andreas Lenniger
Infineon Technologies AG, Munich
"The training has a complete red thread that inspires. The trainer, the structure, the methodology and the practical relevance - I can recommend the training with a clear conscience!"
Claas Blume
Heise Medien GmbH & Co. KG
"The trainer conveyed the content very, very well and illustrated it with practical examples. You never stop learning - the new approaches and different opinions helped me to develop further."
Frank Schmidt
Karl Eugen Fischer GmbH
"I particularly liked the content and the atmosphere."
Neele Ferley
Dataport
Seminar evaluation for "Smart Data Science: Your entry into professional data analysis"
4.7 from 5
with 60 ratings
training content:
4.6
Content comprehensibility:
4.7
Practical relevance:
4.3
Trainer expertise:
5
Participant orientation:
4.8
Method variety:
4.6
On-site training together
Booking number
30298
30298
€ 1.490,-
plus VAT
2 days
in 7 locations
with certificate
7 Events
German
We also offer this event online.
Train several employees internally
Pricing upon request
- Customized training courses according to your needs
- Directly at your premises or online
- Cost advantage from 5 participants
- We contact you within 24 hours (Mon-Fri)
2 days
In-person or Online
with certificate
We also offer this event online.
Future Jobs Classes
Get ready for your job of the future and become a data analyst.
Start dates and details
19.06.2025
Berlin
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Thursday, 19.06.2025
09:00 am - 5:00 pm
Friday, 20.06.2025
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
28.08.2025
Frankfurt a. M./Oberursel
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Thursday, 28.08.2025
09:00 am - 5:00 pm
Friday, 29.08.2025
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
17.11.2025
Munich
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Monday, 17.11.2025
09:00 am - 5:00 pm
Tuesday, 18.11.2025
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
16.12.2025
Cologne
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Tuesday, 16.12.2025
09:00 am - 5:00 pm
Wednesday, 17.12.2025
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
26.02.2026
Hamburg
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Thursday, 26.02.2026
09:00 am - 5:00 pm
Friday, 27.02.2026
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
07.05.2026
Stuttgart
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Thursday, 07.05.2026
09:00 am - 5:00 pm
Friday, 08.05.2026
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
27.08.2026
Berlin
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Days & Times
2 days
Limited number of participants
Thursday, 27.08.2026
09:00 am - 5:00 pm
Friday, 28.08.2026
09:00 am - 5:00 pm
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
Training is guaranteed to take place
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Details
2 days
Limited number of participants
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
Booking number:
30298
€ 1.490,- plus VAT.
€ 1,773.10 incl. VAT.
Details
2 days
Limited number of participants
Fee includes
The participation fee includes
- one joint lunch per full seminar day,
- Catering during breaks and
- extensive working documents.
The participant will settle the hotel accommodation costs directly with the hotel. You will find a reservation form for hotel bookings in your learning environment.
No suitable date?
You are welcome to be notified by e-mail as soon as new dates are released.
Please note: We use third-party tools for selected events. Personal data of the participant will be passed on to them for the implementation of the training offer. You can find more information in our privacy policy.
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