AWS Machine Learning Blog

FEBRUARY 13, 2025

Amazon Simple Queue Service (Amazon SQS) Amazon SQS is used to queue events. It consumes one event at a time so it doesnt hit the rate limit of Cohere in Amazon Bedrock. This is the k-nearest neighbor (k-NN) algorithm. Amazon RDS Proxy Amazon RDS Proxy is used for connection pooling. What are embeddings?

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AWS K-nearest Neighbors Clustering Algorithm 103

IBM Journey to AI blog

DECEMBER 19, 2023

As organizations collect larger data sets with potential insights into business activity, detecting anomalous data, or outliers in these data sets, is essential in discovering inefficiencies, rare events, the root cause of issues, or opportunities for operational improvements. But what is an anomaly and why is detecting it important?

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Machine Learning Machine Learning Supervised Learning K-nearest Neighbors 82

Pickl AI

SEPTEMBER 12, 2024

Decision Trees: A supervised learning algorithm that creates a tree-like model of decisions and their possible consequences, used for both classification and regression tasks. Deep Learning : A subset of Machine Learning that uses Artificial Neural Networks with multiple hidden layers to learn from complex, high-dimensional data.

Data Analyst 52

Data Analyst Data Science Machine Learning Machine Learning 52

PyImageSearch

SEPTEMBER 16, 2024

Anomaly detection ( Figure 2 ) is a critical technique in data analysis used to identify data points, events, or observations that deviate significantly from the norm. Machine Learning Methods Machine learning methods ( Figure 7 ) can be divided into supervised, unsupervised, and semi-supervised learning techniques.

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Clustering Algorithm Machine Learning Machine Learning 56

DagsHub

DECEMBER 23, 2024

   Why : Stream-based active learning can process reviews sequentially in real time, identifying low-confidence predictions for human labeling while adapting to shifting consumer sentiment trends efficiently. Query Synthesis Scenario : Training a model to classify rare astronomical events using synthetic telescope data.  

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Deep Learning Deep Learning Supervised Learning Clustering 52

Google Research AI blog

NOVEMBER 28, 2022

Posted by Cat Armato, Program Manager, Google This week marks the beginning of the 36th annual Conference on Neural Information Processing Systems ( NeurIPS 2022 ), the biggest machine learning conference of the year. Arik , Deniz Yuret, Alper T.

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Machine Learning Machine Learning Algorithm Clustering 52