Software Alternatives, Accelerators & Startups

Amazon Forecast VS AWS DeepComposer

Compare Amazon Forecast VS AWS DeepComposer and see what are their differences

Amazon Forecast logo Amazon Forecast

Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.

AWS DeepComposer logo AWS DeepComposer

AWS DeepComposer gives developers of all skill levels a creative way to experience machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques to compose your own music.
  • Amazon Forecast Landing page
    Landing page //
    2022-02-05
  • AWS DeepComposer Landing page
    Landing page //
    2023-04-25

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

AWS DeepComposer videos

Announcing AWS DeepComposer with Dr. Matt Wood, feat. Jonathan Coulton

More videos:

  • Demo - AWS DeepComposer Demo
  • Review - MACHINE LEARNING GENERATED MUSIC - Introduction to AWS DeepComposer

Category Popularity

0-100% (relative to Amazon Forecast and AWS DeepComposer)
Data Science And Machine Learning
AI
0 0%
100% 100
Data Dashboard
100 100%
0% 0
Music
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Amazon Forecast should be more popular than AWS DeepComposer. 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 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 / 6 days 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 / 4 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

AWS DeepComposer mentions (2)

  • Beginning the Journey into ML, AI and GenAI on AWS
    AWS provides various services for Machine Learning and Artificial Intelligence, including Amazon SageMaker, AWS DeepLens, AWS DeepComposer, Amazon Forecast and more. Familiarize yourself with the services available to determine which ones suit your specific needs. - Source: dev.to / 4 months ago
  • AWS Machine Learning Tools in 2021
    With AWS DeepComposer, you get an AI-enabled keyboard that transforms your melodies into unique songs with the help of Machine Learning models. While this goes astray of the well-known way artists create music, it can lead to new songwriting ways. - Source: dev.to / about 3 years ago

What are some alternatives?

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

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

AWS DeepLens - Deep learning enabled video camera for developers

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.

AWS DeepRacer - A 1/18th scale race car to learn machine learning 🚗

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

Amazon CodeGuru - Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.