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Machine Learning

IntelliartsBlogMachine Learning
Predictive Lead Scoring: Benefits and Use Case in Insurance Company
Machine Learning, Data Analysis, Data Science
Predictive Lead Scoring: Benefits and Use Case in Insurance Company
How often does it happen to an insurance agency when the lead shows a momentary interest only to evaporate when the insurance agent calls them with an offer?
11 min read
Reducing False Alarms in Optical Inspection System
Predictive Maintenance, Data Analysis, Machine Learning
Reducing False Alarms in Optical Inspection System
By using machine learning, we helped a PCB producer increase the efficiency of their AOI system and remove downtime and massive maintenance costs.
10 min read
Machine Learning Underwriting: Benefits and Use Cases
Machine Learning, AI, NLP
Machine Learning Underwriting: Benefits and Use Cases
ML and AI have altered underwriters’ daily activities, improving accuracy, reducing the underwriter process time, and increasing overall efficiency.
8 min read
Insurance Claims Processing with Machine Learning
Machine Learning, Anomaly Detection
Insurance Claims Processing with Machine Learning
ML-powered insurance claims management could bring lots of value to your organization, from less tedious paperwork to reduced human-to-human interactions.
9 min read
The Use of Machine Learning for Customer Churn Prediction
Machine Learning
The Use of Machine Learning for Customer Churn Prediction
A 5% monthly churn rate might sound pretty innocent. Compounded yearly, the insurance business may reveal it’s losing a significant amount of policyholders.
10 min read
Digital Twin Manufacturing Innovations
Machine Learning, AI
Digital Twin Manufacturing Innovations
Learn about digital twins, a new tool in manufacturers’ arsenal to create a virtual replica of physical environments — processes, products, and facilities.
9 min read
Insurance Fraud Detection With Machine Learning
Machine Learning, Anomaly Detection
Insurance Fraud Detection With Machine Learning
Find out how machine learning can empower fraud detection in insurance. Learn about ML use cases, how ML-based fraud detection works, and how to build it.
12 min read
How We’ve Won a Hack4Retail Hackathon for Data Scientists
Data Science, Machine Learning
How We’ve Won a Hack4Retail Hackathon for Data Scientists
See behind the scenes of the Hack4Retail hackathon for data scientists, how we hacked our way to the top of the leaderboard, and what solutions were developed.
8 min read
Predictive Maintenance with Deep Learning
Predictive Maintenance, Machine Learning
Predictive Maintenance with Deep Learning
We continue to highlight ways to build predictive maintenance using deep learning. This time, we focus on three techniques able to improve maintenance.
9 min read
Implementing Object Detection in Business [Case Study]
Computer Vision, Machine Learning
Implementing Object Detection in Business [Case Study]
From product counting for conveyors to traffic flow monitoring, object counting aims at estimating the number of elements from a still image or video.
6 min read
Machine Learning in Manufacturing: Use Cases with Examples
Predictive Maintenance, Machine Learning
Machine Learning in Manufacturing: Use Cases with Examples
What is this hype around machine learning and manufacturing, and how can your company unlock unprecedented growth if it introduces ML to its operations?
4 min read
Machine Learning Techniques for Predictive Maintenance
Predictive Maintenance, Machine Learning
Machine Learning Techniques for Predictive Maintenance
Harness the potential of ML in implementing effective predictive maintenance strategies. Learn how advanced algorithms can enable proactive maintenance.
13 min read