ibtidai — AI-Driven Learning Studio
ibtidai is an open-access AI learning platform designed for self-directed, long-term skill development. It is a practical experiment in applying large language models and adaptive …
Faried Abu Zaid
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1 min readTeaching
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Methods and Issues in Explainable AI— Free Online Course
This workshop surveys contemporary methods in explainable AI (XAI) with a focus on practical use: motivation and regulatory context, trade-offs between interpretability and …
Faried Abu Zaid
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1 min read
Machine Learning Blog - appliedAI
During my tenure at the appliedAI Initiative and subsequently at the appliedAI Institute for Europe (2020–2025), I, together with my colleagues at the TransferLab, regularly …
Faried Abu Zaid
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1 min read
ICLR Blogpost 2024: Elaborating on the Value of Flow Matching for Density Estimation
The transfer of matching-based training from Diffusion Models to Normalizing Flows allows to fit expressive continuous normalizing flows efficiently and therefore enables their …
Faried Abu Zaid
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1 min read
Practical Anomaly Detection — Free Online Course
Anomaly detection is crucial for identifying risks, ensuring quality, and discovering opportunities across industries. This workshop covers the main challenges—such as the rarity …
Faried Abu Zaid
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1 min read