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About openHPI
Channels
AI Service Center
clean-IT
Design Thinking
openHPIschool
Learn
Menu
About openHPI
Channels
AI Service Center
clean-IT
Design Thinking
openHPIschool
Learn
About openHPI
English
Deutsch
English
Log in
Self-paced course
Information Service Engineering
Offered by Prof. Dr. Harald Sack, Dr. Maria Koutraki
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5.4 Basic Machine Learning Algorithms I
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Overview
Week 1
Week 2
Week 3
Week 4
Week 5
5.0 Lecture Overview
Learning Material
5.1 A Brief History of AI
5.1 A Brief History of AI
5.2 Introduction to Machine Learning
5.2 Introduction to Machine Learning
5.3 Evaluation and Generalization Problems
5.3 Evaluation and Generalization Problems
5.4 Basic Machine Learning Algorithms I
5.4 Basic Machine Learning Algorithms I
5.5 Basic Machine Learning Algorithms II
5.5 Basic Machine Learning Algorithms II
5.6 Unsupervised Learning
5.6 Unsupervised Learning
5.7 Deep learning
5.7 Deep Learning
Week 5 Bonus Quiz
5.8 Weekly Assigment
Discussions
Week 6
Final Examination