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~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.mp4 24.2 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.mp4 22.1 MB
~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.mp4 19.2 MB
~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.mp4 17.2 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/019. Building models in KN.mp4 15.3 MB
~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.mp4 15.3 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.mp4 15.2 MB
~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.mp4 14.4 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.mp4 13.5 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.mp4 12.9 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.mp4 12.7 MB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.mp4 12.3 MB
~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.mp4 12.2 MB
~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.mp4 12.0 MB
~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.mp4 11.1 MB
~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.mp4 11.0 MB
~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.mp4 10.5 MB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.mp4 10.3 MB
~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.mp4 10.1 MB
~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.mp4 9.7 MB
~Get Your Files Here !/8. IML Techniques/034. Why feature engineering is critical for IML.mp4 9.6 MB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.mp4 8.2 MB
~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.mp4 8.1 MB
~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.mp4 7.4 MB
~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.mp4 7.3 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.mp4 6.2 MB
~Get Your Files Here !/7. Techniques for Local Explanations/030. What are counterfactuals.mp4 6.0 MB
~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.mp4 5.6 MB
~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.mp4 5.6 MB
~Get Your Files Here !/7. Techniques for Local Explanations/029. Using LIME to provide loc.mp4 5.5 MB
~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.mp4 5.2 MB
~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.mp4 4.9 MB
~Get Your Files Here !/7. Techniques for Local Explanations/028. Introducing SHAP.mp4 3.8 MB
~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.mp4 3.4 MB
~Get Your Files Here !/1. Introduction/002. Target audience.mp4 3.2 MB
~Get Your Files Here !/1. Introduction/003. What you should know.mp4 2.4 MB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_01/05_01_XAI_PDP.knar.knwf 2.2 MB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_03/05_03_XAI_Surrogates.knar.knwf 2.1 MB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/02_01/auto-mpg_hp_tons.xlsx 41.8 kB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.en.srt 13.3 kB
~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.en.srt 10.7 kB
~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.en.srt 10.2 kB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/019. Building models in KN.en.srt 8.3 kB
~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.en.srt 8.2 kB
~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.en.srt 7.7 kB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.en.srt 7.1 kB
~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.en.srt 7.0 kB
~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.en.srt 6.9 kB
~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.en.srt 6.7 kB
~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.en.srt 6.7 kB
~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.en.srt 6.7 kB
~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.en.srt 6.6 kB
~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.en.srt 6.6 kB
~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.en.srt 6.4 kB
~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.en.srt 6.1 kB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.en.srt 5.7 kB
~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.en.srt 5.2 kB
~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.en.srt 4.6 kB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.en.srt 4.4 kB
~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.en.srt 4.4 kB
~Get Your Files Here !/7. Techniques for Local Explanations/030. What are counterfactuals.en.srt 3.9 kB
~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.en.srt 3.7 kB
~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.en.srt 3.6 kB
~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.en.srt 3.5 kB
~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.en.srt 3.5 kB
~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.en.srt 3.4 kB
~Get Your Files Here !/8. IML Techniques/034. Why feature engineering is critical for IML.en.srt 3.4 kB
~Get Your Files Here !/7. Techniques for Local Explanations/029. Using LIME to provide loc.en.srt 3.1 kB
~Get Your Files Here !/7. Techniques for Local Explanations/028. Introducing SHAP.en.srt 2.8 kB
~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.en.srt 2.6 kB
~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.en.srt 2.2 kB
~Get Your Files Here !/1. Introduction/002. Target audience.en.srt 2.1 kB
~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.en.srt 1.6 kB
~Get Your Files Here !/1. Introduction/003. What you should know.en.srt 1.5 kB
~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.en.srt 1.5 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 180 Bytes

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