Data Science Archives - Page 2 of 6

Browsing: Data Science

November 7, 2018 0 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…

October 31, 2018 0 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…

Data Science Team Roles & Responsibilities

October 17, 2018 0 Data Science Team Structure – Roles & Responsibilities

Are you planning to set up the AI or data science team in your organization, and hence, looking for some ideas around data…

Data Science

October 14, 2018 0 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…

October 13, 2018 0 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…

FairML for Bias Detection in Machine Learning Models

October 12, 2018 0 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…

machine learning models bias variance vs complexity

October 9, 2018 0 AI / Machine Learning Bias Explained with Examples

In the artificial intelligence (AI) / machine learning (ML) powered world where predictive models have started getting used more often…

Threat Model - Security Attacks on Machine Learning Models

October 6, 2018 0 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,…

October 2, 2018 0 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…

October 2, 2018 0 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…