Download Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions Torrent

Torrent Contents Size: 360.5 MB

Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions

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001. Exploring the world of explainable AI and inte.en.srt	SRT	1.5 KB
001. Exploring the world of explainable AI and inte.mp4	MP4	5 MB
002. Target audience.en.srt	SRT	2 KB
002. Target audience.mp4	MP4	3 MB
003. What you should know.en.srt	SRT	1.5 KB
003. What you should know.mp4	MP4	2.3 MB
004. Understanding the what and why your mo.en.srt	SRT	6.6 KB
004. Understanding the what and why your mo.mp4	MP4	16.4 MB
005. Variable importance and reason codes.en.srt	SRT	3.3 KB
005. Variable importance and reason codes.mp4	MP4	9.2 MB
006. Comparing IML and XAI.en.srt	SRT	6.4 KB
006. Comparing IML and XAI.mp4	MP4	10.5 MB
007. Trends in AI making the XAI problem mo.en.srt	SRT	8 KB
007. Trends in AI making the XAI problem mo.mp4	MP4	18.3 MB
008. Local and global explanations.en.srt	SRT	3.5 KB
008. Local and global explanations.mp4	MP4	5.3 MB
009. XAI for debugging models.en.srt	SRT	3.4 KB
009. XAI for debugging models.mp4	MP4	7 MB
010. KNIME support of global and local expl.en.srt	SRT	3.4 KB
010. KNIME support of global and local expl.mp4	MP4	5.4 MB
011. Challe.en.srt	SRT	13 KB
011. Challe.mp4	MP4	23.1 MB
012. Challe.en.srt	SRT	5 KB
012. Challe.mp4	MP4	7.8 MB
013. Rashom.en.srt	SRT	6.9 KB
013. Rashom.mp4	MP4	11.7 MB
014. What qualifies as a black box.en.srt	SRT	4.3 KB
014. What qualifies as a black box.mp4	MP4	7.8 MB
015. Why do we have black box models.en.srt	SRT	6.5 KB
015. Why do we have black box models.mp4	MP4	9.7 MB
016. What is the accuracy interpretability t.en.srt	SRT	6.3 KB
016. What is the accuracy interpretability t.mp4	MP4	10.6 MB
017. The argument against XAI.en.srt	SRT	4.5 KB
017. The argument against XAI.mp4	MP4	7.1 MB
018. Introducing KNIME.en.srt	SRT	5.5 KB
018. Introducing KNIME.mp4	MP4	14.5 MB
019. Building models in KN.en.srt	SRT	8.1 KB
019. Building models in KN.mp4	MP4	14.6 MB
020. Understanding looping.en.srt	SRT	4.3 KB
020. Understanding looping.mp4	MP4	9.8 MB
021. Where to find availab.en.srt	SRT	3.6 KB
021. Where to find availab.mp4	MP4	12.1 MB
022. Providing global explana.en.srt	SRT	6.6 KB
022. Providing global explana.mp4	MP4	12.3 MB
023. Using surrogate models f.en.srt	SRT	2.6 KB
023. Using surrogate models f.mp4	MP4	5.9 MB
024. Developing and interpret.en.srt	SRT	6.5 KB
024. Developing and interpret.mp4	MP4	12.8 MB
025. Permutation feature impo.en.srt	SRT	1.5 KB
025. Permutation feature impo.mp4	MP4	4.6 MB
026. Global feature importanc.en.srt	SRT	10.4 KB
026. Global feature importanc.mp4	MP4	21.1 MB
027. Developing an intuition f.en.srt	SRT	6.8 KB
027. Developing an intuition f.mp4	MP4	10 MB
028. Introducing SHAP.en.srt	SRT	2.7 KB
028. Introducing SHAP.mp4	MP4	3.6 MB
029. Using LIME to provide loc.en.srt	SRT	3.1 KB
029. Using LIME to provide loc.mp4	MP4	5.2 MB
030. What are counterfactuals.en.srt	SRT	3.8 KB
030. What are counterfactuals.mp4	MP4	5.7 MB
031. KNIME's Local Explanation.en.srt	SRT	6 KB
031. KNIME's Local Explanation.mp4	MP4	11.6 MB
032. XAI View node demonstrati.en.srt	SRT	9.9 KB
032. XAI View node demonstrati.mp4	MP4	13.8 MB
033. General advice for better IML.en.srt	SRT	6.8 KB
033. General advice for better IML.mp4	MP4	14.6 MB
034. Why feature engineering is critical for IML.en.srt	SRT	3.3 KB
034. Why feature engineering is critical for IML.mp4	MP4	9.2 MB
035. CORELS and recent trends.en.srt	SRT	7.5 KB
035. CORELS and recent trends.mp4	MP4	11.5 MB
036. Continuing to explore XAI.en.srt	SRT	2.2 KB
036. Continuing to explore XAI.mp4	MP4	3.2 MB
05_01_XAI_PDP.knar.knwf	KNWF	2.1 MB
05_03_XAI_Surrogates.knar.knwf	KNWF	2 MB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B
auto-mpg_hp_tons.xlsx	XLSX	40.8 KB

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Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions

Torrent Contents Size: 360.5 MB

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