Software Alternatives, Accelerators & Startups

Amazon Monitron VS Amazon Forecast

Compare Amazon Monitron VS Amazon Forecast and see what are their differences

Amazon Monitron logo Amazon Monitron

Detect abnormal behavior in industrial machinery, enable predictive maintenance, and reduce unplanned downtime with Amazon Monitron.

Amazon Forecast logo Amazon Forecast

Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.
  • Amazon Monitron Landing page
    Landing page //
    2023-03-09
  • Amazon Forecast Landing page
    Landing page //
    2022-02-05

Amazon Monitron videos

Amazon Monitron Review

More videos:

  • Review - Introducing Amazon Monitron - AWS re:Invent 2020
  • Review - What is Amazon Monitron? | Amazon Web Services

Amazon Forecast videos

Learn How to Accurately Forecast Demand with Amazon Forecast - AWS Online Tech Talks

More videos:

  • Review - Amazon Forecast Overview
  • Review - AWS re:Invent 2020: Building a successful inventory planning solution with Amazon Forecast

Category Popularity

0-100% (relative to Amazon Monitron and Amazon Forecast)
Data Dashboard
41 41%
59% 59
Data Science And Machine Learning
IoT Platform
100 100%
0% 0
IoT
100 100%
0% 0

User comments

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Social recommendations and mentions

Based on our record, Amazon Forecast should be more popular than Amazon Monitron. It has been mentiond 5 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Amazon Monitron mentions (2)

  • How to set up cross-account access to Amazon Kinesis Data Streams
    Amazon Kinesis Data Streams (hereafter referred to as KDS) is a managed data processing service designed for the real-time collection of high traffic of data and facilitating its transfer to subsequent AWS services. It is particularly suited for handling streaming data, such as logs, where order matters, making it a commonly used service for IoT data collection. For example, it can be specified as the data export... - Source: dev.to / 4 months ago
  • AWS Machine Learning Tools in 2021
    Amazon Monitron is an end-to-end system that automatically detects abnormal behavior in industrial machinery, enabling you to take proactive action on potential failures and reduce unplanned downtime. - Source: dev.to / about 3 years ago

Amazon Forecast mentions (5)

  • TimesFM (Time Series Foundation Model) for time-series forecasting
    They also have Amazon Forecast with different algos - https://aws.amazon.com/forecast/. - Source: Hacker News / about 1 month ago
  • Beginning the Journey into ML, AI and GenAI on AWS
    Generative Artificial Intelligence (GenAI) is a type of artificial intelligence that can generate text, images, or other media using generative models. AWS offers a range of services for building and scaling generative AI applications, including Amazon SageMaker, Amazon Rekognition, AWS DeepRacer, and Amazon Forecast. AWS has also invested in developing foundation models (FMs) for generative AI, which are... - Source: dev.to / 5 months ago
  • [Discussion] Amazon's AutoML vs. open source statistical methods
    In this reproducible experiment, we compare Amazon Forecast and StatsForecast a python open-source library for statistical methods. Source: over 1 year ago
  • How to forecast or predict data?
    It sounds like you need something that mostly runs itself, without you necessarily needing to have in-depth knowledge of time series modeling. If you have an AWS account, I'd recommend checking out Amazon Forecast. One of the recommendations I saw in this thread is to run auto.arima in R. That's actually one of the algorithms AWS will run for you, among others. I don't know if it handles differencing and... Source: over 2 years ago
  • AWS Machine Learning Tools in 2021
    With the help of Amazon Forecast, the forecasting technology at the heart of Amazon.com, it is now possible to build forecasting models for your own applications. - Source: dev.to / about 3 years ago

What are some alternatives?

When comparing Amazon Monitron and Amazon Forecast, you can also consider the following products

Azure IoT Hub - Manage billions of IoT devices with Azure IoT Hub, a cloud platform that lets you easily connect, monitor, provision, and configure IoT devices.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

RecoMind.io - Personalized recommendations at scale

machine-learning in Python - Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python.

Google Recommender API - Google Recommender API is a service on Google Cloud that provides usage recommendations for Google Cloud resources.

Google Cloud TPU - Custom-built for machine learning workloads, Cloud TPUs accelerate training and inference at scale.