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

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Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.en.srt

1.5 kB

~Get Your Files Here !/1. Introduction/001. Exploring the world of explainable AI and inte.mp4

5.0 MB

~Get Your Files Here !/1. Introduction/002. Target audience.en.srt

2.0 kB

~Get Your Files Here !/1. Introduction/002. Target audience.mp4

3.0 MB

~Get Your Files Here !/1. Introduction/003. What you should know.en.srt

1.5 kB

~Get Your Files Here !/1. Introduction/003. What you should know.mp4

2.3 MB

~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.en.srt

6.6 kB

~Get Your Files Here !/2. What Are XAI and IML/004. Understanding the what and why your mo.mp4

16 MB

~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.en.srt

3.3 kB

~Get Your Files Here !/2. What Are XAI and IML/005. Variable importance and reason codes.mp4

9.2 MB

~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.en.srt

6.4 kB

~Get Your Files Here !/2. What Are XAI and IML/006. Comparing IML and XAI.mp4

10 MB

~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.en.srt

8.0 kB

~Get Your Files Here !/2. What Are XAI and IML/007. Trends in AI making the XAI problem mo.mp4

18 MB

~Get Your Files Here !/2. What Are XAI and IML/008. Local and global explanations.en.srt

3.5 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

3.4 kB

~Get Your Files Here !/2. What Are XAI and IML/009. XAI for debugging models.mp4

7.0 MB

~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.en.srt

3.4 kB

~Get Your Files Here !/2. What Are XAI and IML/010. KNIME support of global and local expl.mp4

5.4 MB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.en.srt

13 kB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/011. Challe.mp4

23 MB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.en.srt

5.0 kB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/012. Challe.mp4

7.8 MB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.en.srt

6.9 kB

~Get Your Files Here !/3. Why Isolating a Variable’s Contribution Is Difficult/013. Rashom.mp4

12 MB

~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.en.srt

4.3 kB

~Get Your Files Here !/4. Black Box Model 101/014. What qualifies as a black box.mp4

7.8 MB

~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.en.srt

6.5 kB

~Get Your Files Here !/4. Black Box Model 101/015. Why do we have black box models.mp4

9.7 MB

~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.en.srt

6.3 kB

~Get Your Files Here !/4. Black Box Model 101/016. What is the accuracy interpretability t.mp4

11 MB

~Get Your Files Here !/4. Black Box Model 101/017. The argument against XAI.en.srt

4.5 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

5.5 kB

~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/018. Introducing KNIME.mp4

14 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

15 MB

~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/020. Understanding looping.en.srt

4.3 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

3.6 kB

~Get Your Files Here !/5. Introduction to KNIME for XAI and IML/021. Where to find availab.mp4

12 MB

~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.en.srt

6.6 kB

~Get Your Files Here !/6. XAI Techniques Global Explanations/022. Providing global explana.mp4

12 MB

~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.en.srt

2.6 kB

~Get Your Files Here !/6. XAI Techniques Global Explanations/023. Using surrogate models f.mp4

5.9 MB

~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.en.srt

6.5 kB

~Get Your Files Here !/6. XAI Techniques Global Explanations/024. Developing and interpret.mp4

13 MB

~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.en.srt

1.5 kB

~Get Your Files Here !/6. XAI Techniques Global Explanations/025. Permutation feature impo.mp4

4.6 MB

~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.en.srt

10 kB

~Get Your Files Here !/6. XAI Techniques Global Explanations/026. Global feature importanc.mp4

21 MB

~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.en.srt

6.8 kB

~Get Your Files Here !/7. Techniques for Local Explanations/027. Developing an intuition f.mp4

10 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

3.1 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

3.8 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

6.0 kB

~Get Your Files Here !/7. Techniques for Local Explanations/031. KNIME's Local Explanation.mp4

12 MB

~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.en.srt

9.9 kB

~Get Your Files Here !/7. Techniques for Local Explanations/032. XAI View node demonstrati.mp4

14 MB

~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.en.srt

6.8 kB

~Get Your Files Here !/8. IML Techniques/033. General advice for better IML.mp4

15 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

9.2 MB

~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.en.srt

7.5 kB

~Get Your Files Here !/8. IML Techniques/035. CORELS and recent trends.mp4

12 MB

~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.en.srt

2.2 kB

~Get Your Files Here !/9. Conclusion/036. Continuing to explore XAI.mp4

3.2 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

41 kB

~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_01/05_01_XAI_PDP.knar.knwf

2.1 MB

~Get Your Files Here !/Ex_Files_ML_and_AI_Foundations_Explainable_Interpretable/Exercise Files/05_03/05_03_XAI_Surrogates.knar.knwf

2.0 MB