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Niklas Kühl
เข้าร่วมเมื่อ 10 ต.ค. 2013
Applied Artificial Intelligence — 5: Concept Drift
This lecture provides an introduction to concept drift - a phenomenon where data distribution changes over time, causing our machine learning model to become confused and inaccurate. We discuss terms, methods for detecting & adaptation, and examples.
Link to the entire playlist: bit.ly/aaiyoutube
You can find the material here: github.com/nkukit/aai
You can find out more about the ABBA project here: ki-lehre.de/
You can find out more about myself on my website: niklas.xyz/
Link to the entire playlist: bit.ly/aaiyoutube
You can find the material here: github.com/nkukit/aai
You can find out more about the ABBA project here: ki-lehre.de/
You can find out more about myself on my website: niklas.xyz/
มุมมอง: 80
วีดีโอ
Applied Artificial Intelligence - 4: Deployment
มุมมอง 166วันที่ผ่านมา
This lecture provides an overview of the possibilities for deploying machine learning models, the importance of the final training, APIs as well as the MLOps paradigm. Link to the entire playlist: bit.ly/aaiyoutube You can find the material here: github.com/nkukit/aai You can find out more about the ABBA project here: ki-lehre.de/ You can find out more about myself on my website: niklas.xyz/
Applied Artificial Intelligence - 3: Modeling & Evaluation
มุมมอง 25714 วันที่ผ่านมา
This lecture provides a comprehensive overview of the modeling and evaluation step within the AI lifecycle for supervised machine learning, covering the stages of training, testing, evaluation methods, and performance metrics selection. Link to the entire playlist: bit.ly/aaiyoutube You can find the material here: github.com/nkukit/aai You can find out more about the ABBA project here: ki-lehre...
Applied Artificial Intelligence - 2: Initation
มุมมอง 348หลายเดือนก่อน
This lecture dives into the first step of the AI life cycle: the importance of formulating precise problem statements in the field, collecting (the right) data and possibly sampling it, plotting the distribution and understanding the quality, as well as the possibilities for data pre-processing and feature engineering. Link to the entire playlist: bit.ly/aaiyoutube You can find the material her...
Applied Artificial Intelligence - 1: Foundations
มุมมอง 384หลายเดือนก่อน
This lecture provides an overview of the course, defines what we mean by 'artificial intelligence' and 'machine learning', and explains why 'systems thinking' is important. Link to the entire playlist: bit.ly/aaiyoutube You can find the material here: github.com/nkukit/aai You can find out more about the ABBA project here: ki-lehre.de/ You can find out more about myself on my website: niklas.xyz/
Applied Artificial Intelligence - 0: Welcome
มุมมอง 141หลายเดือนก่อน
Welcome to the course! Link to the entire playlist: bit.ly/aaiyoutube You can find the material here: github.com/nkukit/aai You can find out more about the ABBA project here: ki-lehre.de/ Let us know how you like it!
Kinderuni Bayreuth: Ein Abenteuer mit Künstlicher Intelligenz, Prof Niklas Kühl, 10.07.2024
มุมมอง 1.4K4 หลายเดือนก่อน
Kinderuni Bayreuth: Ein Abenteuer mit Künstlicher Intelligenz, Prof Niklas Kühl, 10.07.2024
Thanks for sharing for those who do not have the access to modern and high quality education.