My Talks
- Talks
Data Storytelling through Visualization, PyData Global/Eindhoven 2022 [link] [slides]
Tech Talk 101, PyData Global 2022 – Impact Scholarship Programme Session [slides]
Data-Centric AI Cookbook, PyData Global 2022
The Why of Data-Centric AI, PyData London 2022 [link] [slides]
Data-centric AI competition, NeurIPS 2021 [link]
Serious Time for Time Series (it’s time to take time series seriously!), PyCon US 2021 [link], PyData Berlin 2022, AMLD 2022
Unpacking the “Black Box”: How to Interpret your Machine Learning Model, Applied Machine Learning Days 2022
Equivariance in CNNs, PyData Berlin/PyCon DE 2019 [link]
An Alternative to Data Augmentation, PyData Amsterdam 2019
Data-efficiency in Medical AI, PyData Amsterdam 2019 (meetup) [slides]
Towards learning with limited labels: Equivariance, Invariance, and Beyond, International Conference on Machine Learning (ICML) 2019
- Interviews
w/ Guido van Rossum (creator Python), PyData Festival 2020 [link]
w/ Adrin Jalali (scikit-learn core developer), PyData Festival 2020 [link]
DataTalks.Club Podcast on Data-Centric AI [link]
- Competitions
Data-Centric AI competition by deeplearning.ai – winner in ‘Most Innovative’ category with Rens Dimmendaal & Roel Bertens. [write-up]
Kaggle Data Science Bowl 2017 – 3rd place with Aidence. [competition] | [solution]
- Conferences
PyData Amsterdam 2024 (as co-chair) upcoming!
PyData Amsterdam 2023 (as co-chair) YouTube playlist
PyData Global 2021 (as co-chair) website - YouTube playlist
PyData Festival 2020 (as co-chair) website - YouTube playlist
PyData Amsterdam 2019 (as co-chair) website - YouTube playlist
- Trainings
I’ve created, upgraded and delivered a variety of trainings at various companies for GoDataDriven. Often this involved creating new material on demand or adjusting existing material to suit the clients’ needs.
- Python for Data Analysis
- Data Science with Python
- Advanced Data Science with Python
- Advanced Python
- Production-Ready Machine Learning
- Clean Coding, Version Control and CI/CD
- Unsupervised Learning
- Explainability/Interpretability
- Data Visualisation & Storytelling
- Deep Learning for Image Processing
- Deep Learning for Natural Language Processing
PyData Amsterdam committee at the 2019 conference in the conference ballpit!