Software Alternatives, Accelerators & Startups

Livebook VS Amazon SageMaker

Compare Livebook VS Amazon SageMaker and see what are their differences

Livebook logo Livebook

Automate code & data workflows with interactive Elixir notebooks

Amazon SageMaker logo Amazon SageMaker

Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.
  • Livebook Landing page
    Landing page //
    2024-04-09
  • Amazon SageMaker Landing page
    Landing page //
    2023-03-15

Livebook videos

No Livebook videos yet. You could help us improve this page by suggesting one.

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Amazon SageMaker videos

Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks

More videos:

  • Review - An overview of Amazon SageMaker (November 2017)

Category Popularity

0-100% (relative to Livebook and Amazon SageMaker)
Technical Computing
100 100%
0% 0
Data Science And Machine Learning
AI
0 0%
100% 100
Numerical Computation
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Livebook and Amazon SageMaker

Livebook Reviews

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Amazon SageMaker Reviews

7 best Colab alternatives in 2023
Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning. It allows users to write code, track experiments, visualize data, and perform debugging and monitoring all within a single, integrated visual interface, making the process of developing, testing, and deploying models much more manageable.
Source: deepnote.com

Social recommendations and mentions

Based on our record, Amazon SageMaker seems to be a lot more popular than Livebook. While we know about 37 links to Amazon SageMaker, we've tracked only 3 mentions of Livebook. 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.

Livebook mentions (3)

  • Show HN: PlayBooks – Convert on-call documents into executable notebooks
    You might also like Elixir Livebook! :) https://livebook.dev/. - Source: Hacker News / 10 days ago
  • Elixir and Machine Learning in 2024 so far: MLIR, Arrow, structured LLM, etc.
    I have always considered helping the community grow into a diverse ecosystem to be my main responsibility (the Python community being a great example here). This particular effort started because some people got together and realized that we could do it! Do it in a way that felt part of Elixir and not just a bunch of bindings to C libraries. We honestly never had the expectation that we had to beat Python... - Source: Hacker News / 16 days ago
  • Super simple validated structs in Elixir
    To get started you need a running instance of Livebook. - Source: dev.to / 3 months ago

Amazon SageMaker mentions (37)

  • Quantum Convolutional Neural Networks
    Amazon SageMaker is a fully managed service for data science and machine learning (ML) workflows You can use Amazon SageMaker to simplify the process of building, training, and deploying ML models. - Source: dev.to / 17 days ago
  • Observations on MLOps–A Fragmented Mosaic of Mismatched Expectations
    Damn straight. Oh, wait, some vendors have claimed to build an end-to-end solution. But, meh, that’s marketing talk. Take, for example, a well-known platform like Amazon Sagemaker, which describes itself as “a fully managed service that brings together a broad set of tools to enable high-performance, low-cost machine learning (ML) for any use case.” It’s a great platform. My startup has even partnered with them.... - Source: dev.to / about 2 months ago
  • Sentiment Analysis with PubNub Functions and HuggingFace
    At this point, probably everyone has heard about OpenAI, GPT-4, Claude or any of the popular Large Language Models (LLMs). However, using these LLMs in a production environment can be expensive or nondeterministic regarding its results. I guess that is the downside of being good at everything; you could be better at performing one specific task. This is where HuggingFace can utilized. HuggingFace provides... - Source: dev.to / 2 months 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
  • Technical Architecture for LLMOps
    Amazon and Azure already have much of what you're talking about in AWS SageMaker and Azure MLOps. Source: about 1 year ago
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What are some alternatives?

When comparing Livebook and Amazon SageMaker, you can also consider the following products

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Fiberplane - Figma for DevOps

Deepnote - A collaboration platform for data scientists

Mineo - Convert Python Notebooks into data apps

IBM Watson Studio - Learn more about Watson Studio. Increase productivity by giving your team a single environment to work with the best of open source and IBM software, to build and deploy an AI solution.