Date | Time | Topic | Content | Location | Lecturer(s) |
---|---|---|---|---|---|
08-09-2023 | 10-17h | Introduction + Machine Learning 1 | How is AI changing healthcare? How to run an AI project? Follow the CRIPS-DM model for data science projects and start with understanding your data |
George Padberg, route 924 | Bram van Ginneken Joran Lokkerbol |
15-09-2023 | 13:30-17h | Machine Learning 1 | Machine learning in Python | George Padberg, route 924 | Joran Lokkerbol |
22-09-2023 | 9-17h | Machine Learning 2 | Learn the basic principles of machine Learning and how to measure the Performance of machine learning models |
George Padberg, route 924 | Joran Lokkerbol Silvan Quax |
29-09-2023 | 9-17h | Machine Learning 3 | A start is made to cover the most important supervised machine learning algorithms and you will learn how to prepare your data |
George Padberg, route 924 | Joran Lokkerbol Silvan Quax |
06-10-2023 | 9-17h | Deep Learning 1 | Understand how convolutional neural networks can be used for medical image analysis |
George Padberg, route 924 | Bram van Ginneken |
13-10-2023 | 9-17h | Deep Learning 2 | Learn how to combine text, images and biomedical data for better deep learning models |
George Padberg, route 924 | Bram van Ginneken |
27-10-2023 | 9-17h | Deep Learning 3 | Learn about Transformer models, ChatGPT | George Padberg, route 924 | Bram van Ginneken |
03-11-2023 | 9-17h | Project Day 1 | Defining project goals and understanding your data | George Padberg, route 924 | ----- |
10-11-2023 | 9-17h | Data Engineering / AI Products | The FAIR principles of data management are covered and learn how to choose a suitable AI product |
George Padberg, route 924 | RTC Data Stewardship, Kicky van Leeuwen |
17-11-2023 | 9-17h | Project Day 2 | Data preparation and model development | George Padberg, route 924 | ----- |
24-11-2023 | 9-17h | Text Mining & Bioinformatics | Learn how to get valuable insights from medical records and about AI applications in genetics |
George Padberg, route 924 | RTC Bioinformatics, Djoerd Hiemstra, Koen Dercksen |
01-12-2023 | 9-17h | Project Day 3 | Model optimization | George Padberg, route 924 | ----- |
08-12-2023 | 9-17h | Project Day 4 | Evaluating model performance and result visualisation | George Padberg, route 924 | Lonneke Opsteegh |
15-12-2023 | 9-17h | Ethics & Privacy / Deployment | Ethical and privacy concerns regarding the use of AI are discussed and learn how to deploy your own AI product in practice | George Padberg, route 924 | Marianne Boenink, Leon Haszing, Bram van Ginneken, Erik Gelderblom, Mark van Grinsven |
22-12-2023 | 9-17h | Project Day 5 | Evaluating model performance | George Padberg, route 924 | ----- |
12-01-2024 | 9-13h | Final Presentations | Project groups will present their final results | George Padberg, route 924 | ----- |
An overview of the short track schedule of the current edition can be seen below.
Date | Time | Topic | Content | Location |
---|---|---|---|---|
08-09-2023 | 10-17h | Introduction + Machine Learning 1 | How is AI changing healthcare? How to run an AI project? Follow the CRIPS-DM model for data science projects and start with understanding your data |
George Padberg, route 924 |
22-09-2023 | 9-13h | Machine Learning 2 | Learn the basic principles of machine learning and how to measure the Performance of machine learning models |
George Padberg, route 924 |
06-10-2023 | 9-13h | Deep Learning 1 | Understand how convolutional neural networks can be used for medical image analysis |
George Padberg, route 924 |
27-10-2023 | 9-17h | Deep Learning 2/3 | Learn how to combine text, images and biomedical data for better deep learning models and learn about Transformer models, ChatGPT |
George Padberg, route 924 |
03-11-2023 | 9-17h | Project Day 1 | Defining project goals and understanding your data | George Padberg, route 924 |
10-11-2023 | 13-17h | Project Day 2 | Data preparation and model development | George Padberg, route 924 |
17-11-2023 | 9-17h | AI products / Project Day 2 | Learn how to choose a suitable AI product and data preparation and model development | George Padberg, route 924 |
24-11-2023 | 9-13h | Text Mining and Bioinformatics | Learn how to get valuable insights from medical records and about AI applications in genetics |
George Padberg, route 924 |
01-12-2023 | 9-17h | Project Day 3 | Model optimization | George Padberg, route 924 |
08-12-2023 | 9-17h | Project Day 4 | Evaluating model performance and result visualisation | George Padberg, route 924 |
15-12-2023 | 9-13h | Ethics & Privacy | Ethical and privacy concerns regarding the use of AI are discussed | George Padberg, route 924 |
22-12-2023 | 9-17h | Project Day 5 | Evaluating model performance | George Padberg, route 924 |
12-01-2024 | 9-13h | Final Presentations | Project groups will present their final results | George Padberg, route 924 |