Explainable AI explained! | #2 By-design interpretable models with Microsofts InterpretML
▬▬ Resources ▬▬▬▬▬▬▬▬▬▬
Code: https://github.com/deepfindr/xai-series
Interpretable Machine Learning Book: https://christophm.github.io/interpretable-ml-book
Explainable Boosting Machine Video: https://www.youtube.com/watch?v=MREiHgHgl0k
▬▬ Used Music ▬▬▬▬▬▬▬▬▬▬▬
Royalty Free Music used - https://www.fesliyanstudios.com/royalty-free-music/downloads-c/lofi-hip-hop-music/37 - Lazy Day by David Renda
▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
01:22 Dataset for this series
07:32 Logistic Regression
13:47 Decision Trees
17:00 Explainable Boosing Machine
▬▬ Support me if you like 🌟
►Link to this channel: https://bit.ly/3zEqL1W
►Support me on Patreon: https://bit.ly/2Wed242
►Buy me a coffee on Ko-Fi: https://bit.ly/3kJYEdl
Видео Explainable AI explained! | #2 By-design interpretable models with Microsofts InterpretML канала DeepFindr
Code: https://github.com/deepfindr/xai-series
Interpretable Machine Learning Book: https://christophm.github.io/interpretable-ml-book
Explainable Boosting Machine Video: https://www.youtube.com/watch?v=MREiHgHgl0k
▬▬ Used Music ▬▬▬▬▬▬▬▬▬▬▬
Royalty Free Music used - https://www.fesliyanstudios.com/royalty-free-music/downloads-c/lofi-hip-hop-music/37 - Lazy Day by David Renda
▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
01:22 Dataset for this series
07:32 Logistic Regression
13:47 Decision Trees
17:00 Explainable Boosing Machine
▬▬ Support me if you like 🌟
►Link to this channel: https://bit.ly/3zEqL1W
►Support me on Patreon: https://bit.ly/2Wed242
►Buy me a coffee on Ko-Fi: https://bit.ly/3kJYEdl
Видео Explainable AI explained! | #2 By-design interpretable models with Microsofts InterpretML канала DeepFindr
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Explainable AI explained! | #3 LIMEThe Science Behind InterpretML: SHAPHow to Explain Models with IntepretML Deep DiveIUI2019 keynote : DARPA’s Explainable Artificial Intelligence (XAI) ProgramExplainable AI explained! | #5 Counterfactual explanations and adversarial attacksExplainable AI explained! | #1 IntroductionIntroduction to NetworkX in PythonHow I Learned AI For Free (And You Can Too!)UX Design Tools 2020 (the only software you really need)Explainable AI explained! | #6 Layerwise Relevance Propagation with MRI dataHyperparameter Tuning of Machine Learning Model in PythonShapley Additive Explanations (SHAP)What is Artificial Intelligence? In 5 minutes.The Science Behind InterpretML: LIMEExplainable AI explained! | #4 SHAPIntroduction to Explainable AI (ML Tech Talks)The Science Behind InterpretML: Explainable Boosting MachineWhat Is Explainable AI? | Explainable vs Interpretable Machine LearningMaking AI more trusted, by making it explainable.