Enrolment options
Data Science
Course modified date: 29 Apr 2024
- ExpertTrainer: Henrik Leopold
- Enrolled students: 31
Guests cannot access this course. Please log in.
Course content
- Course Announcements
- Syllabus
- Link to Online Sessions
- Chat with other Students
- Ask a Question / Request Support
- Slides - Introduction to Data Science
- Slides - Computational Thinking
- Slides - Python for Data Science
- Exercise - First Python Exercises
- Slides - Python for Data Science (cnt.)
- Exercise - Additional Python Exercises
- Slides - Supervised Learning
- Exercise - Supervised Learning I
- BostonHousing.csv
- BostonHousing.csv (zip)
- Insurance.csv (zip)
- Exercise - Supervised Learning I Solution (Jupyter Notebook)
- Slides - Supervised Learning II
- Exercise - Supervised Learning II
- Banknote.csv
- Slides
- Exercise Sheet
- Jupyter Notebook
- housing.csv
- housing.csv (zip)
- Slides
- Exercise Sheet
- Jupyter Notebook
- Recording - Intro
- Recording - Feedforward NN - Part I
- Recording - Feedforward NN - Part II
- Recording - Feedforward NN - Part III
- Recording - Gradient Descent - Part I
- Recording - Gradient Descent - Part II
- Recording - Gradient Descent - Part III
- Recording - Recurrent NN - Part I
- Recording - Gradient Descent - Part II
- Slides
- Assignment Guide
Instructors
- 33 courses632 students
Henrik Leopold