Practice-oriented AI workflows: Theory and application
From conceptual understanding to the real implementation of AI projects
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Machine Learning Engineer
1. understanding AI use cases and strategic use case mapping
- Strategic integration of AI in business processes
Methodology for AI use case identification, elaboration and planning
Fundamentals of a sound data and automation strategy
Creation of strategic use case maps
Successfully managing automation projects: from the idea to planning
2. framework conditions for autonomous solutions in business processes
- Organizational and technical framework conditions for design and implementation
- Properties and meaning of data
The role of data privacy and IT architectures
Identify suitable AI solutions for business processes
3 AI theory and AI building blocks in practice
- Transfer performance based on numerous case studies
- Successfully managing automation projects: the first steps in integrating AI into business processes
- the right choice of technology for specific business problems
- Targeted use of AI building blocks
4. independently tackle AI workflows for business process optimization
- Process mapping using AI modules
- Interfaces to third-party systems & embedding in the overall process
- Business case analysis
- Solution evaluation: benefits and robustness
- Own AI use cases: from conception to implementation
This course offers you a digital blended concept that has been developed for part-time learning. Thanks to a flexible mix of online seminars and self-study phases, you are sure to reach your goal. This is how you learn in this course:
Learning environment: In your online learning environment, you will find useful information, downloads and extra services for this training course after you have registered.
Self-study phases: Learn independently, at your own pace and whenever you want. Our courses offer you didactically high-quality learning material.
Live webinars: In regular online seminars, you will meet your trainers in person. You will receive answers to your questions, specific assistance and instructions on how to deepen your knowledge and apply the skills you have acquired in practical exercises.
Learning community: A digital learning community is available to you throughout the course. Exchange ideas with other participants and the trainers and ask questions.
Future Jobs Club: Get exclusive access to a business network, news and future work hacks.
Certificate of attendance and Open Badge: As a graduate of the course, you will receive a certificate of attendance and an Open Badge, which you can easily share in professional networks (e.g. LinkedIn).
- You identify structured AI use cases for business process automation and assess their benefits for your own company.
- You will gain a clear understanding of the strategic integration of autonomous solutions into business processes.
- Guided by use cases, you will manage AI projects for workflow automation from the idea to planning.
- You have internalized that a solid data strategy is the linchpin for a successful automation project.
- You take into account the organizational and technical conditions in which your AI project takes place in order to find a solution.
- You will be able to design and evaluate AI workflows to optimize business processes.
- You design and implement AI use cases independently. By critically reflecting on your project, you will gather importantlessons learned.
- You will qualify in a new field of expertise that will play a major role in the future and is already in high demand today.
- Take an active part in our learning community and work with your own questions - this is how you will benefit most from this online training. This allows you to apply the content both in self-study and in practical exercises.
A well-thought-out mix of content, methods and support is essential for learning success, especially in blended online learning. Our course concept is precisely tailored to this: structured self-study phases, in-depth trainers, best-practice examples, practical exercises, discussions and sharing experiences in the learning community.
This continuing education program is designed for anyone who wants to drive innovation through intelligent and autonomous business processes in their respective fields. You’ll examine business processes with a trained eye to identify realistic opportunities for automation and implement effective solutions.
- Contractors for Process Management, Analysis, and Optimization
- Specialists and managers from the various departments
- IT professionals and managers
- project managers
- Process Consultants
- innovation managers
- Consultants Corporate Development
From SMEs and large corporations (across all industries), the public sector, and associations
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