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[ CourseBoat.com ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions
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文档列表
~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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