IT knowledge for non-IT people
The crash course with valuable background knowledge on all important technologies
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Machine Learning Engineer
1. understand computers
- Evolution and functioning of computers.
- Analog vs. digital systems.
- 0/1 logic, bits and bytes.
- Interfaces and their significance.
2. hardware
- CPU, RAM, IC, HDD, SSD.
- GPUs and AI systems.
3. fundamental IT principles
- Coding and digitization.
- Encryption and security.
- virtualization.
4. software
- Web apps and SaaS.
- Big data and databases.
- GUIs, operating systems, frontend & backend.
- Programming: Python vs. C/C++.
5. cloud technologies
- Basics: Public, private & hybrid cloud.
- Typical applications: Storage, software, collaboration.
- Opportunities: scalability, flexibility, costs.
- Risks: Data protection, dependencies, security.
6. IT architecture
- Development of modern IT systems.
- Interfaces & APIs.
- Importance for scalability, maintainability & security.
7. development and processes
- Algorithms and their significance.
- Test and documentation dilemma.
- Agile methods & Scrum.
- Version control with Git/GitHub.
8. applications in everyday life and business
- File formats and open source.
- Data protection & data security.
9. networks & IT security
- Internet, IP addresses and TCP.
- WLAN, Server & Clients.
- Cyber security: hacking, malware.
- IoT and Citrix.
10. data & AI
- Data formats and data science.
- Big data and machine learning.
- AI & chatbots in use.
- You understand the basics of hardware, software, networks and data.
- You can classify technical terms and contexts and communicate better with experts experts.
- You will gain a broad basic knowledge to support digital projects and make well-founded decisions.
- You will learn from practical examples how IT works in everyday life and business.
The training is conducted online with a maximum of 12 participants via Zoom.
Miro is used for collaboration and visualization. Miro is a digital whiteboard on which attendees can collaborate in real time. Ideas, concepts and processes can be visualized and organized. Miro is easy to use and requires no additional software as it can be accessed via the browser.
The trainers convey the content clearly using examples, interactive exercises and discussions.
In your online learning environment, you will find supplementary materials, downloads and services to help you consolidate what you have learned.
This training is aimed at specialists and managers without an in-depth IT background who wish to acquire a solid understanding of IT fundamentals. The course is particularly suitable for:
- Employees from specialist departments who work closely with IT teams.
- project managers who oversee IT projects.
- Managers who make decisions in the digital environment.
- Anyone who wants to gain a basic understanding of digital technologies.
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