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…
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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…
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…
AI & RPA to Automate the Talent Acquisition Processes
Artificial Intelligence (AI) is not only finding its usage in almost all the existing business processes but also, enabling business…
8 Machine Learning Javascript Frameworks to Explore
Javascript developers tend to look out for Javascript frameworks which can be used to train machine learning models based on…
How to Create Java NLP Apps using Google NLP API
Natural language processing (NLP) is an AI-based technology which is used for creating apps related to speech recognition, natural-language understanding,…
Quick Introduction to Smoothing Techniques for Language Models
Smoothing techniques in NLP are used to address scenarios related to determining probability / likelihood estimate of a sequence of words…
Top 10 Startups Building Speech-to-text Conversion Solutions
This is a list of 10 startups which are using speech recognition technology (Speech-to-text Conversion) to solve different problems. Startup…
How to Build Liv.ai like Speech-to-text Conversion Platform
This article explores the technology landscape which can be used to build similar platform / service offerings like Liv.ai. First and…
CareNGrow powers Preventive Healthcare Platform with AI & Cloud-Computing
CareNGrow is building a preventive healthcare platform based on AI and cloud-computing technologies. One of the goals is creating and monitoring…