Angular 7 Hello World App – Instructions
In this post, you would learn about how to quickly get started with Angular 7 hello world app. Here are the steps…
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…
15 Tricky DevOps Architect Interview Questions & Answers
In this post, you will learn about some of the questions (and answers) which could be asked in the DevOps…
How to Start DevOps or DevSecOps in your Organization
Is your organization starting to face issues related to delay in moving software changes into production due to build failures,…
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 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…
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…
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…
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…
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,…
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…
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…
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…
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…
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…
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…