RoundtableinRoundtableMLCan AI explain… AI?In this Paper OpenAI shows a new path to AI ExplainabilityMay 25, 2023
Mateusz GarbaczinING BlogModel Explainability — How to choose the right tool?There are many explainability tools available, and each of them uses a different methodology. Which one should you use in your project?May 6, 20212
Greger OttossonTransparent ML for Enterprise Decisions — Score CardsNote: this is Part IV in a series of articles on transparent machine learning models, click here for Part I — Introduction, Part II —…Apr 10, 2023Apr 10, 2023
Shuyang XianginTowards Data ScienceHow to Understand the Deep Time Series Classifier with Integrated GradientsTime series classification is a general problem that can be seen in many domains and contexts, e.g. for given time series of a financial…Nov 20, 20211Nov 20, 20211
Natalia Skaczkowska-DrabczykAchieving Ethical AI with Model Performance Tracing and ML ExplainabilityIn today’s world of omnipresent AI applications, one topic that is receiving an increasing amount of attention is the ethical aspect of…Feb 14, 2023Feb 14, 2023
RoundtableinRoundtableMLCan AI explain… AI?In this Paper OpenAI shows a new path to AI ExplainabilityMay 25, 2023
Mateusz GarbaczinING BlogModel Explainability — How to choose the right tool?There are many explainability tools available, and each of them uses a different methodology. Which one should you use in your project?May 6, 20212
Greger OttossonTransparent ML for Enterprise Decisions — Score CardsNote: this is Part IV in a series of articles on transparent machine learning models, click here for Part I — Introduction, Part II —…Apr 10, 2023
Shuyang XianginTowards Data ScienceHow to Understand the Deep Time Series Classifier with Integrated GradientsTime series classification is a general problem that can be seen in many domains and contexts, e.g. for given time series of a financial…Nov 20, 20211
Natalia Skaczkowska-DrabczykAchieving Ethical AI with Model Performance Tracing and ML ExplainabilityIn today’s world of omnipresent AI applications, one topic that is receiving an increasing amount of attention is the ethical aspect of…Feb 14, 2023
Sourabh PotnisData Science: Privacy, Fairness, Audit and ComplianceWe have discussed ene to end Data Science workflow in previous chapters. There are certain aspects in this process that are generally not…Mar 28, 2022
Ed RushtoninData to DecisionExplaining AI: a new frontier in law and regulationBuild explainability into your organisation — or be forced to by future regulationJan 10, 2023
Andrii ShchurinTowards Data ScienceMarketing Automation: Customer Churn PredictionThe best way to prevent customer loss is to predict if some of them are inclined to leave you. These analysis and prediction techniques may…Aug 18, 2021