Specialist

The Machine Learning Specialist is aimed at specialists and executives, data scientists, project managers data analytics, data analysts, innovation managers and software engineers. Following areas are of particular interest: project management & AI project management digital transformation specific requirements are basic programming skills in Python products/services: implementation of AI projects & implementation of AI The number of participants is limited to 20 persons in order to ensure an efficient knowledge transfer in the dialog between the participants and lecturers is guaranteed.

Artificial Intelligence

Data is the new oil. To be ready for the data-driven future, strategic cornerstones need to be prepared and promising data-related use cases must be implemented in a scalable manner. For this, AI offers a powerful toolset to optimize processes, reduce waste and develop new digital products and services.

Classroom

For this training we invite you to one of our German locations in Aachen, Berlin, Dresden or Munich. Experience the benefits of industry, research and science in one place in a motivating environment and get in direct contact with peers.

Level 3

5 Days
Preparing for the next career step or building on existing expertise in order to fill the current role more effectively requires intensive training formats. In addition to theoretical training content, interaction, exercises and transferability to your own job context are particularly important. This is made possible in 3-5 day certificate courses.

About this Training

The Machine Learning Specialist training introduces you to the world of AI through prominent examples and practical use cases in industry. In interactive sessions, you will discuss and develop an AI use case - from idea to implementation. In addition to data pipelines, data analysis processes and data mining tools, there will also be a special focus on data visualization and preparation. You will get to know different methods in the area of supervised learning, unsupervised learning, deep learning as well as reinforcement learning. Finally, you will get an insight into Big Data architectures and the Big Data ecosystem as well as an outlook on the topic of Edge AI.

Why this Training is right for you

The Machine Learning Specialist training is designed for technical professionals in the field of data analysis who want to understand the concrete technological methods and approaches and gain hands-on experience with the main methods of artificial intelligence. Basic programming skills are required.

Training Goals and Agenda

After this training, you will have gained an in-depth understanding of the different methods of artificial intelligence. Based on practical, interactive exercises, you will have learned, among other things, the most relevant machine learning techniques and gained a broad understanding of the individual AI building blocks.

Day 1 Welcome and Introduction to the Week & Introduction to Data Science and AI
  • AI News and Applications
  • AI Navigator (Use Case Browsing)
  • Interactive session
  • Data and Pipelines in an Industrial Context
  • Processes of data analysis
  • Data processing tools and visual analysis
  • Discussion and Conclusion

Day 2 Introduction to Machine Learning & Exploratory Data Analysis
  • Exploratory Data Analysis and Introduction to Visualization(Libriaries Part 1 and Part 2
  • Theory and Examples: Supervised Learning
  • Theory and Examples: Unsupervised Learning
  • Discussion and Conclusion

Day 3 Practical Exercise
  • Practical Exercise Part 1 Supervised Learning
  • Practical Exercise Part 2: Supervised Learning
  • Explainable AI
  • Practical Exercise Part 3: Unsupervised Learning
  • Practical Exercise Part 4: Unsupervised Learning

Day 4 Introduction to Deep Learning
  • Practical Exercise Part 5: Deep Learning
  • Practical Exercise Part 6: Deep Learning
  • Introduction to Reinforcement Learning
  • Discussion and Conclusion

Day 5 Introduction to Industrial Big Data & Exam
  • Parallelize jobs with Map Reduce
  • Big Data Ecosystems
  • Interactive Session
  • Outlook: Edge AI
  • Feedback session
  • Exam
  • Final Discussion
  • Awarding of Certificates

You will receive an officially recognized Professional Certificate "Machine Learning Specialist" from RWTH International Academy. The achievements can be credited to other certified courses or further studies, as they are marked with the "European Credit Transfer System" (ECTS) and contribute fundamentally to your professional development. In addition, you will receive the certificate as a verified digital badge protected and authenticated by the blockchain, which will specifically strengthen your professional portfolio through its unlimited visibility, security and flexibility.

Learn more about

  • Building Blocks of AI
  • Data Science
  • Python for Data Science
  • Databases & Pipelines
  • Data Analysis & Visualization
  • Explainable AI
  • Machine Learning
  • Supervised Learning
  • Unsupervised Learning
  • Deep Learning
Contact us!

INC Academy

academy@innovation-center.com

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Our Partners

Speakers

Get to know me
Tim Schroeder
Tim Schroeder

Tim Schroeder

Head of Artificial Intelligence
INC Innovation Center
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Dr. Christoph Rippe
Dr. Christoph Rippe

Dr. Christoph Rippe

Senior Technology Specialist
INC Innovation Center
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Aymen Gannouni
Aymen Gannouni

Aymen Gannouni

Scientific Researcher
IMA RWTH Aachen University
Get to know me
Hans Zhou
Hans Zhou

Hans Zhou

Scientific Researcher
IMA RWTH Aachen University

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