Data Science

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

Why take Google Machine Learning Crash Course?

This post represents my thoughts on why you should take the Google Machine Learning (ML) Crash Course. Most importantly, this course would…

6 years ago

How to Choose Right Machine Learning Algorithms?

In this post, you will learn about tips and techniques which could be used for selecting or choosing the right…

6 years ago

QA – How Reliable are your Machine Learning Systems?

In this post, you will learn about different aspects of creating a machine learning system with high reliability. It should…

6 years ago

Why is QA needed for Machine Learning Models?

Given that the machine learning models are also a kind of conventional software application, the quality assurance principles applied to…

6 years ago