Perpetual ML

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Introduction:
Perpetual ML: 100x faster ML suite for modern data warehouses.
Added on:
Apr 07 2024
Monthly Visitors:
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Perpetual ML Product Information

What is Perpetual ML?

Perpetual ML accelerates model training by more than 100x through the elimination of the time-consuming hyperparameter optimization step. It empowers businesses with Perpetual ML Suite which is a 100x faster, scalable, explainable, end-to-end, all-in-one, low-code / no-code native app for modern data warehouses. It offers features like PerpetualBooster for faster initial training, continual learning, better confidence intervals with Conformal Prediction, geographic data learning, model monitoring, and suitability for various ML tasks. It is currently being developed for Snowflake and will be available for Databricks and other data warehouses later. It eliminates the need for specialized hardware like GPU or TPU.

How to use Perpetual ML?

Contact Perpetual ML for a free trial to see it in action. The suite is designed as a low-code/no-code native app for modern data warehouses, allowing users to unlock insights and actions from their data quickly.

Perpetual ML's Core Features

100x faster initial training with PerpetualBooster

Continual learning without starting from scratch

Better confidence intervals with Conformal Prediction

Geographic data learning

Model monitoring

Suitable for tabular classification, regression, time series, learning to rank, and text classification

Portable across different data warehouses

Effortless parallelism

No specialized hardware required

Perpetual ML's Use Cases

#1

Accelerating model training in data warehouses

#2

Improving the speed and efficiency of machine learning workflows

#3

Monitoring models and detecting distribution shift

#4

Building and deploying machine learning models without specialized hardware

FAQ from Perpetual ML

What is PerpetualBooster?

What type of machine learning tasks is Perpetual ML suitable for?

Which data warehouses does Perpetual ML support?

Do I need specialized hardware to use Perpetual ML?

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Analytic of Perpetual ML

Perpetual ML Website Traffic Analysis

Visit Over Time

Monthly Visits
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Avg.Visit Duration
00:00:00
Page per Visit
1.07
Bounce Rate
38.21%
Dec 2023 - Jul 2026 All Traffic

Geography

Top 4 Regions

United States
38.00%
Thailand
33.87%
Indonesia
22.02%
South Africa
6.11%
Dec 2023 - Jul 2026 Desktop Only

Top Keywords

Keyword
Traffic
Cost Per Click
continual learning
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$ 4.40
average incremental accuracy in continue learning
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continual training
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@perpetual.learn
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performance score continual learning
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Social Listening

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