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序列：- 【影视】 [ CourseBoat.com ] Linkedin - Machine Learning and AI Foundations - Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions
- 收录时间:2022-02-25 文档个数:77 文档大小:378.0 MB 最近下载:2024-11-11 人气:2741 磁力链接
~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
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- 【影视】 [ DevCourseWeb.com ] Udemy - Explainable Artificial Intelligence (XAI) with Python
- 收录时间:2022-06-23 文档个数:112 文档大小:3.6 GB 最近下载:2024-11-07 人气:2258 磁力链接
- ~Get Your Files Here !/04 - SHAP (SHapley Additive exPlanations)/005 SHAP Demonstration.mp4 199.7 MB
- ~Get Your Files Here !/05 - Counterfactual Explanations/005 Demo of Counterfactual Explanations on Stroke Dataset.mp4 181.2 MB
- ~Get Your Files Here !/03 - LIME (Local Interpretable Model Agnostic Explanations)/007 LIME Demonstration for textual dataset Part-3.mp4 141.2 MB
- ~Get Your Files Here !/02 - Demonstration of By Design Interpretable Models Glass Box/010 Demo for Decision Tree Classifier Explanation.mp4 136.8 MB
- ~Get Your Files Here !/02 - Demonstration of By Design Interpretable Models Glass Box/003 Need for Train-Test Split.mp4 124.1 MB
- ~Get Your Files Here !/06 - Google's What-if Tool (WIT) for AI fairness and Counterfactuals/005 Case Study-5 Demo of What-if Tool (WIT).mp4 112.1 MB
- ~Get Your Files Here !/06 - Google's What-if Tool (WIT) for AI fairness and Counterfactuals/001 Case Study-1 Demo of What-if Tool (WIT).mp4 108.7 MB
- ~Get Your Files Here !/01 - Introduction to XAI/001 XAI in Action.mp4 108.6 MB
- ~Get Your Files Here !/06 - Google's What-if Tool (WIT) for AI fairness and Counterfactuals/002 Case Study-2 Demo of What-if Tool (WIT).mp4 100.6 MB
- ~Get Your Files Here !/03 - LIME (Local Interpretable Model Agnostic Explanations)/004 Demo of LIME for tabular Stroke Dataset.mp4 97.9 MB
- ~Get Your Files Here !/07 - Layer-wise Relevance Propagation (LRP)/001 Interaction Demos of LRP.mp4 97.6 MB
- ~Get Your Files Here !/07 - Layer-wise Relevance Propagation (LRP)/003 Mathematical Modelling of LRP.mp4 88.2 MB
- ~Get Your Files Here !/06 - Google's What-if Tool (WIT) for AI fairness and Counterfactuals/003 Case Study-3 Demo of What-if Tool (WIT).mp4 88.0 MB
- ~Get Your Files Here !/01 - Introduction to XAI/002 Need and Importance of XAI.mp4 83.3 MB
- ~Get Your Files Here !/02 - Demonstration of By Design Interpretable Models Glass Box/012 Demo for Explainable Boosting Classifier Explanaation.mp4 81.6 MB
- ~Get Your Files Here !/04 - SHAP (SHapley Additive exPlanations)/004 Mathematical Modelling of SHAP Part-3.mp4 80.1 MB
- ~Get Your Files Here !/02 - Demonstration of By Design Interpretable Models Glass Box/009 Demo for Logistic Regression Model Explanation.mp4 79.9 MB
- ~Get Your Files Here !/07 - Layer-wise Relevance Propagation (LRP)/005 Demo of LRP on MRI dataset Part-2.mp4 79.6 MB
- ~Get Your Files Here !/06 - Google's What-if Tool (WIT) for AI fairness and Counterfactuals/004 Case Study-4 Demo of What-if Tool (WIT).mp4 77.6 MB
- ~Get Your Files Here !/05 - Counterfactual Explanations/003 Mathematical Modelling of Counterfactual Explanations.mp4 75.1 MB
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- 【影视】 [UdemyCourseDownloader] Learning XAI Explainable Artificial Intelligence
- 收录时间:2021-12-21 文档个数:20 文档大小:173.4 MB 最近下载:2024-10-25 人气:1531 磁力链接
- 05 Examples of Possible XAI Applications/003 Business example 1_ Marketing.mp4 14.0 MB
- 03 Humans and Machines Have Different Strengths and Weaknesses/001 Humans are better at some things.mp4 13.7 MB
- 04 The Case for Human Machine Collaboration/002 Example_ Centaur chess.mp4 13.1 MB
- 02 Explainable AI (XAI)/004 The need for XAI_ Legal.mp4 13.0 MB
- 05 Examples of Possible XAI Applications/002 Medical example_ Explainability for surgical health care and medicine.mp4 11.6 MB
- 06 Next Steps/002 Invest in XAI.mp4 11.6 MB
- 05 Examples of Possible XAI Applications/004 Business example 2_ Fraud detection.mp4 10.7 MB
- 05 Examples of Possible XAI Applications/001 Simple example_ Driving directions.mp4 10.4 MB
- 03 Humans and Machines Have Different Strengths and Weaknesses/002 Computers are better at some things.mp4 9.1 MB
- 02 Explainable AI (XAI)/005 Limitations of XAI.mp4 8.9 MB
- 01 Introduction/001 Explainable AI_ Expanding the frontiers of artificial intelligence.mp4 8.6 MB
- 06 Next Steps/001 Full adoption will take time.mp4 8.4 MB
- 04 The Case for Human Machine Collaboration/001 Combining the strengths of humans and machines.mp4 8.1 MB
- 01 Introduction/002 Introduction to AI and ML.mp4 8.1 MB
- 02 Explainable AI (XAI)/001 What is XAI_.mp4 8.0 MB
- 02 Explainable AI (XAI)/003 The need for XAI_ Business.mp4 7.5 MB
- 07 Conclusion/001 Summary.mp4 5.8 MB
- 02 Explainable AI (XAI)/002 XAI techniques.mp4 2.9 MB
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