Certificate in Machine Learning Specialist offered by RWTH Aachen
- Public University
620 acre campus- Estd. 1870
Certificate in Machine Learning Specialist at RWTH Aachen Overview
Duration | 5 days |
Total fee | ₹3.41 Lakh |
Mode of learning | Online |
Official Website | Go to Website  |
Course Level | UG Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
- Faculty
Certificate in Machine Learning Specialist at RWTH Aachen Highlights
- Earn a certificate after completion of the course
Certificate in Machine Learning Specialist at RWTH Aachen Course details
- Data scientists
- Project managers
- Data analytics
- Data analysts
- Innovation managers
- software engineers.
- Acquire a deep understanding of various AI methods
- Learn essential machine learning techniques through practical and interactive exercises
- Develop a comprehensive understanding of the foundational components of AI
- This course is designed to provide participants with a comprehensive understanding of machine learning concepts and applications, equipping them with the skills to become specialists in the field
- This course covers both theoretical foundations and practical implementation of machine learning techniques
- This course provides an introduction to the field of AI by exploring real-world examples and practical applications
Certificate in Machine Learning Specialist at RWTH Aachen Curriculum
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
Exploratory Data Analysis and Introduction to Visualization Libraries Part 1
Exploratory Data Analysis and Introduction to Visualization Libraries Part 2
Introduction to Machine Learning
Theory and Examples: Supervised Learning
Theory and Examples: Unsupervised Learning
Discussion and Conclusion
Day 3
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
Parallelize jobs with Map Reduce
Big Data Ecosystems
Interactive Session
Outlook: Edge AI
Feedback session
Exam
Final Discussion
Awarding of Certificates
Certificate in Machine Learning Specialist at RWTH Aachen Faculty details
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Certificate in Machine Learning Specialist at RWTH Aachen Contact Information
Templergraben 55, 52062 Aachen, Germany
Aachen ( Other - Germany)