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[ CourseBoat.com ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions
magnet:?xt=urn:btih:318d5d460f1814b3969cde7e7681d8787efea883&dn=[ CourseBoat.com ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions
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Hash值:
318d5d460f1814b3969cde7e7681d8787efea883
点击数:
64
文件大小:
356.2 MB
文件数量:
36
创建日期:
2024-2-12 00:39
最后访问:
2024-5-18 23:05
访问标签:
CourseBoat
com
Linkedin
-
Machine
Learning
and
AI
Foundations
-
Producing
Explainable
AI
XAI
and
Interpretable
Machine
Learning
Solutions
文件列表详情
~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.mp4 4.97 MB
~Get Your Files Here !/1. Introduction/002. Target audience.mp4 3.02 MB
~Get Your Files Here !/1. Introduction/003. What you should know.mp4 2.31 MB
~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.mp4 16.44 MB
~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.mp4 9.23 MB
~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.mp4 10.46 MB
~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.mp4 18.34 MB
~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.mp4 5.3 MB
~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.mp4 6.98 MB
~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.mp4 5.37 MB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.mp4 23.08 MB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.mp4 7.85 MB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.mp4 11.71 MB
~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.mp4 7.77 MB
~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.mp4 9.65 MB
~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.mp4 10.58 MB
~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.mp4 7.1 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.mp4 14.53 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/019. Building models in KN.mp4 14.58 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.mp4 9.8 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.mp4 12.13 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.mp4 12.26 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.mp4 5.88 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.mp4 12.83 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.mp4 4.65 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.mp4 21.08 MB
~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.mp4 9.99 MB
~Get Your Files Here !/7. Techniques for Local Explanations/028. Introducing SHAP.mp4 3.6 MB
~Get Your Files Here !/7. Techniques for Local Explanations/029. Using LIME to provide loc.mp4 5.2 MB
~Get Your Files Here !/7. Techniques for Local Explanations/030. What are counterfactuals.mp4 5.7 MB
~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.mp4 11.64 MB
~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.mp4 13.77 MB
~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.mp4 14.57 MB
~Get Your Files Here !/8. IML Techniques/034. Why feature engineering is critical for IML.mp4 9.18 MB
~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.mp4 11.47 MB
~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.mp4 3.21 MB
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