Skip to navigation
Skip to navigation
Skip to search form
Skip to login form
Skip to footer
Skip to main content
Search
Close
Log in
Close
Home
myCourses
myGrades
myServices
Career Services
Career Services Hub
Career Skills Course
Career Support Point
Internship Program
KLU Compass
International Office
IT Services
Library
Program Management
Registrar's Office
Student Services
Information for Current Students
Orientation for New Students
KLU Website
Your KLU Studies
Master
Spring Semester 2024
Data Science
31 students
Last updated
Jul 2024
Henrik Leopold
Enrol now
Overview
Course content
Instructors
About the course
Show more...
Course content
Welcome to Data Science
Course Announcements
Syllabus and Assessment
Syllabus
Module Communications and Zoom Meetings
Link to Online Sessions
Chat with other Students
Ask a Question / Request Support
Session 1 - Introduction to Data Science
Slides - Introduction to Data Science
Session 2 - Computational Thinking
Slides - Computational Thinking
Session 3 - Python for Data Science
Slides - Python for Data Science
Exercise - First Python Exercises
Session 4 - Python for Data Science
Slides - Python for Data Science (cnt.)
Exercise - Additional Python Exercises
Session 5 - Supervised Learning I
Slides - Supervised Learning
Exercise - Supervised Learning I
BostonHousing.csv
BostonHousing.csv (zip)
Insurance.csv (zip)
Exercise - Supervised Learning I Solution (Jupyter Notebook)
Session 6 - Supervised Learning II
Slides - Supervised Learning II
Exercise - Supervised Learning II
Banknote.csv
Session 7 - Unsupervised Learning
Slides
Exercise Sheet
Jupyter Notebook
housing.csv
housing.csv (zip)
Session 8 - Neural Networks
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
Session 9 - Neural Networks and LLMs
Slides
Assignment
Assignment Guide
Results of Evaluation
Results of Evaluation
Instructors
33 courses
684 students
Henrik Leopold
Enrolment options
Data Science
Course modified date:
11 Jul 2024
ExpertTrainer:
Henrik Leopold
Enrolled students:
31
Guests cannot access this course. Please log in.
Continue
Enrol now
This course includes
Chats
External tools
Forums
Resources
KLU Website
Scroll to top
×
Log in
Show
Forgotten your username or password?
Close
×
Close
×
Close