[ CourseBoat.com ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions
大小
360.47 MB
文件数
77
Info Hash:
318D5D460F1814B3969CDE7E7681D8787EFEA883
收录时间
2026-01-05 06:00:01
更新时间
2026-01-05 06:00:01
文件列表 (77)
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.en.srt
1.47 KB
~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.en.srt
2.03 KB
~Get Your Files Here !/1. Introduction/002. Target audience.mp4
3.02 MB
~Get Your Files Here !/1. Introduction/003. What you should know.en.srt
1.51 KB
~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.en.srt
6.55 KB
~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.en.srt
3.32 KB
~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.en.srt
6.42 KB
~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.en.srt
8.02 KB
~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.en.srt
3.51 KB
~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.en.srt
3.42 KB
~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.en.srt
3.38 KB
~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.en.srt
12.96 KB
~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.en.srt
5.05 KB
~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.en.srt
6.93 KB
~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.en.srt
4.25 KB
~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.en.srt
6.55 KB
~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.en.srt
6.28 KB
~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.en.srt
4.48 KB
~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.en.srt
5.54 KB
~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.en.srt
8.1 KB
~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.en.srt
4.28 KB
~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.en.srt
3.59 KB
~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.en.srt
6.59 KB
~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.en.srt
2.58 KB
~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.en.srt
6.49 KB
~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.en.srt
1.53 KB
~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.en.srt
10.4 KB
~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.en.srt
6.78 KB
~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.en.srt
2.7 KB
~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.en.srt
3.06 KB
~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.en.srt
3.81 KB
~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.en.srt
5.96 KB
~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.en.srt
9.93 KB
~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.en.srt
6.82 KB
~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.en.srt
3.3 KB
~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.en.srt
7.51 KB
~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.en.srt
2.19 KB
~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.mp4
3.21 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/02_01/auto-mpg_hp_tons.xlsx
40.84 KB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_01/05_01_XAI_PDP.knar.knwf
2.06 MB
~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_03/05_03_XAI_Surrogates.knar.knwf
2 MB