Data Science

Guidelines for Creating an Ethical AI Framework

In this post, you will learn about how to create an Ethical AI Framework which could be used in your organization. In case, you…

6 years ago

Ethical AI Principles – IBM, Google, Intel, Microsoft

In this post, you will get a quick glimpse of ethical AI principles of companies such as IBM, Intel, Google,…

6 years ago

IEEE Bookmarks on Ethical AI Considerations

In this post, you will get to have bookmarks for ethical AI by IEEE (Institute of Electrical and Electronics Engineers) group. Those…

6 years ago

AI-powered Project Baseline to Map Human Health

In this post, you will learn about technologies and data gathering strategy for Project Baseline, an initiative by Google. Project…

6 years ago

Machine Learning Models – Bias Mitigation Strategies

In this post, you will learn about some of the bias mitigation strategies which could be applied in ML Model Development lifecycle (MDLC) to…

6 years ago

Facebook Machine Learning Tool to Check Terrorists Posts

In this post, you will learn about details on Facebook machine learning tool to contain online terrorists propaganda. The following topics are discussed…

6 years ago

ML Model Fairness Research from IBM, Google & Others

In this post, you would learn about details (brief information and related URLs) on some of the research work done on AI/machine learning…

6 years ago

Fairness Metrics – ML Model Sensitivity for Bias Detection

There are many different ways in which machine learning (ML) models' fairness could be determined. Some of them are statistical parity, the…

6 years ago

Data Science Project Folder Structure

Have you been looking out for project folder structure or template for storing artifacts of your data science or machine learning project? Once there are teams…

6 years ago

Job Description – Chief Artificial Intelligence (AI) Officer

Whether your organization needs a chief artificial intelligence (AI) officer is a topic where there have been differences of opinions. However, the…

6 years ago

Bias Detection in Machine Learning Models using FairML

Detecting bias in machine learning model has become of great importance in recent times. Bias in the machine learning model is about…

6 years ago

Security Attacks Analysis of Machine Learning Models

Have you wondered around what would it be like to have your machine learning (ML) models come under security attack? In other words,…

6 years ago

JupyterLab & Jupyter Notebook Cheat Sheet Commands

Are you starting to create machine learning models (using python programming) using JupyterLab or Jupyter Notebook? This post list down some commands which…

6 years ago

Missing Data Imputation Techniques in Machine Learning

Have you come across the problem of handling missing data/values for respective features in machine learning (ML) models during prediction time? This is different from…

6 years ago

Code of Ethics in Artificial Intelligence (AI) – Key Traits

Do you know that organizations have started paying attention to whether AI/machine learning (ML) models are doing unbiased, safe and…

6 years ago

Ethical AI – Lessons from Google AI Principles

Is your organization using AI/machine learning for many of its products or planning to use AI models extensively for upcoming…

6 years ago