The iMerit Blog
From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.
May 11, 2023
Data Quality is Critical for AI Commercialization
This blog delves into the state of MLOps in 2023, and explains how the quality of training data can make or break your AI initiatives.
Feb 2, 2023
Why Solving Data Edge Cases is Key to Accelerating AI
Find out how to address edge cases with robust MLOps pipelines and synthetic data.
Jan 24, 2023
It’s a Duo: Human-in-the-Loop and High-Quality Data Are Catalysts in ML and AI
Learn how human-in-the-loop and high-quality data go hand-in-hand to achieve the widespread production of AI applications.
Jan 13, 2023
Navigating Data Tooling and Expertise To Achieve High-Quality AI Training Data
iMerit hosts a panel discussion with industry leaders on how navigating data tooling allows enterprises to achieve high-quality AI training data.
Dec 27, 2022
Role of Automation in ML DataOps
Automation in machine learning will enable people to make a bigger impact and have more fulfilling roles.
Dec 13, 2022
Convergence of ML Ops and Data Pipelines
Find out how these leading companies deploy robust ML systems in production by converging ML Ops and Data Pipelines.
Dec 7, 2022
Overcoming the Obstacles of Achieving High-Quality Data
Find out how comprehensive data annotation tools can help overcome the six most common barriers for high-quality data.
Dec 1, 2022
The Stakes Are High: Best Practices For Deploying Responsible AI
Responsible AI is a key investment to help AI adoption and instill trust in end-users.
Nov 24, 2022
Pushing the Frontiers in AI For Billions Around the World
iMerit CEO Radha Basu and Meta’s Manohar Paluri discuss the ideal framework for pushing the frontiers in AI research at the ML DataOps Summit.
Nov 11, 2022
Automated Document Classification Using Machine Learning
Here’s how machine learning can help categorize text-based documents using supervised classification algorithms.
Nov 7, 2022
Four Defenses Against Adversarial Attacks
Learn how and why DNNs are vulnerable to adversarial attacks, and how to make machine learning models less vulnerable to these attacks.
Oct 27, 2022
Using Neural Networks for Video Classification
As videos have become easier to distribute and consume, we have seen considerable developments in machine learning algorithms that can
Oct 20, 2022
Classifying Images with Artificial Intelligence
Learn about the basics of image classification with this tutorial on convolutional neural networks with Tensorflow. A sample script is included.
