Data Observability and Decision Trees

Maximizing SaaS application analytics value with AI

IBM Journey to AI blog

JUNE 5, 2024

That’s why today’s application analytics platforms rely on artificial intelligence (AI) and machine learning (ML) technology to sift through big data, provide valuable business insights and deliver superior data observability. What are application analytics? Predictive analytics.

Analytics

Analytics Analytics AI AI

Anomaly detection in machine learning: Finding outliers for optimization of business functions

IBM Journey to AI blog

DECEMBER 19, 2023

Unlike supervised anomaly detection techniques, which work from labeled normal data points, this technique attempts to isolate anomalies as the first step. Similar to a “ random forest ,” it creates “decision trees,” which map out the data points and randomly select an area to analyze.

Machine Learning

Machine Learning Machine Learning Supervised Learning K-nearest Neighbors

Data Science Current

Maximizing SaaS application analytics value with AI

Anomaly detection in machine learning: Finding outliers for optimization of business functions

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