Machine Learning for decision makers
Dates & Duration
See available dates for this course!
If there is no date and time available for a certain training you are interested in, please contact us.
This training can also be held at your place or as online training especially for your company. In this case the course agenda can also be adapted to suit your needs best.Learn more about our customized training >>
This course takes 1 day with 8 hours (on site) or 5 hours (online).
The only difference is that there will be less practical exercises in an online course. However, we will hand them over to you and you can still do them on your own and ask our consultants for feedback or help if needed.
This Machine Learning course is for employees in managerial (technical and non-technical) and non-technical positions willing to deepen their knowledge on the possibilities of Machine Learning and how they can implement it in their own organisation.
This course can be held in English, German and Spanish.
- History and evolution of Machine Learning: Where do we come from and where are we now?
- Main Machine Learning concepts
- Introduction to supervised vs unsupervised learning
- Deep Learning
- Activity: possible applications of regression and classifications
- Conceptual introduction
- Activity: possible applications of unsupervised learning
Other Machine Learning related learning problems:
- Reinforcement learning
Infrastructure in Machine Learning:
- Upscaling vs outscaling
- Distributed computing
- CPU vs GPU
- How to estimate resource utilization
From lab to production:
- Response times
- Training serving skew
- Online vs batch prediction
Planning a Machine Learning approach for a specific Use Case.
Final summary, discussion, Q&A, etc.
Contact us to sign up for this course >>
Other courses that might interest you
GIS ESSENTIALS – „GETTING SPATIALLY ENABLED“
PostgreSQL High Availability & Patroni Cluster Manager
PostgreSQL in Kubernetes
Introduction to Machine Learning
Introduction to PostGIS
PostgreSQL Administration and Performance Tuning
Introduction to SQL
PostgreSQL for business intelligence and mass data analysis
We offer these services
PostgreSQL Optimization & Security
Is your database not running smoothly or are you struggling with security issues? Our experts will analyze problems & optimization potentials within a health check or security audit.
PostgreSQL Setup & Installation, automation with Kubernetes and database architecture: We’ll find the optimal setup and make sure that your PostgreSQL Infrastructure meets your needs and expectations.
PostgreSQL Setup & Installation
Get started with PostgreSQL by using our Setup & Installation service. We fully focus on your personal needs and infrastructure. In addition to the configuration itself, you also benefit from the knowledge of our experts in the field of database design.