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CUDA VS Mage AI

Compare CUDA VS Mage AI and see what are their differences

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CUDA logo CUDA

Select Target Platform Click on the green buttons that describe your target platform.

Mage AI logo Mage AI

Open-source data pipeline tool for transforming and integrating data.
  • CUDA Landing page
    Landing page //
    2023-05-23
  • Mage AI Landing page
    Landing page //
    2023-10-18

CUDA videos

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1971 Plymouth Cuda 440: Regular Car Reviews

More videos:

  • Review - Jackson Kayak Cuda Review
  • Review - Great First Effort! The New $249 Signum Cuda

Mage AI videos

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Category Popularity

0-100% (relative to CUDA and Mage AI)

CUDA

Mage AI

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Utilities
0 0%
Utilities
100% 100
AI
100 100%
AI
0% 0
Workflow Automation
0 0%
Workflow Automation
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare CUDA and Mage AI

CUDA Reviews

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Mage AI Reviews

5 Airflow Alternatives for Data Orchestration
Mage AI provides a simple developer experience, supports multiple programming languages, and enables collaborative development. Its built-in monitoring, alerting, and observability features make it well-suited for large-scale, complex data pipelines. Mage AI also supports dbt for building, running, and managing dbt models.
Source: www.kdnuggets.com

Social recommendations and mentions

CUDA might be a bit more popular than Mage AI. We know about 36 links to it since March 2021 and only 26 links to Mage AI. 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.

CUDA mentions (36)

  • A comprehensive guide to running Llama 2 locally
    For my fellow Windows shills, here's how you actually build it on windows: Before steps: 1. (For Nvidia GPU users) Install cuda toolkit https://developer.nvidia.com/cuda-downloads 2. Download the model somewhere: https://huggingface.co/TheBloke/Llama-2-13B-chat-GGML/resolve/main/llama-2-13b-chat.ggmlv3.q4_0.bin In Windows Terminal with Powershell: 
        git clone https://github.com/ggerganov/llama.cpp.
    - Source: Hacker News / 10 months ago
  • Nvidia with linux....... not a good combination
    I use Ubuntu and configuring nvidia drivers is very easy installing from here https://developer.nvidia.com/cuda-downloads. Source: 10 months ago
  • Can't get CLBLAST working on oobabooga
    You have posted almost no information about your Hardware and what exactly you have done. Do you actually have NVIDIA? Have you actually installed CUDA? Also when exactly do you get the error, while installed the python package or later? Source: 10 months ago
  • NEW NVIDIA 535.98 DRIVER!!- INCREASE SPEED, POWER, IMAGE SIZE AN WHO KNOW WHAT ELSE MORE!
    EDIT: LINK TO CUDA-toolkit: https://developer.nvidia.com/cuda-downloads. Source: 11 months ago
  • WizardLM-30B-Uncensored
    It's worth noting that you'll need a recent release of llama.cpp to run GGML models with GPU acceleration here is the latest build for CUDA 12.1), and you'll need to install a recent CUDA version if you haven't already (here is the CUDA 12.1 toolkit installer -- mind, it's over 3 GB). Source: 12 months ago
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Mage AI mentions (26)

  • Looking for an open-source project
    Want to work on Mage, a modern replacement for Airflow? Source: about 1 year ago
  • Is there an alternative for Airflow for running thousands of dynamic tasks?
    You could also check mage. https://github.com/mage-ai/mage-ai It is developed by former engineers of AirBnb too. Source: over 1 year ago
  • ETL tool
    Disclaimer: I worked at Airbnb for 5+ years working on data tools like Airflow and I helped start Mage almost 2 years ago. Source: over 1 year ago
  • Can we take a moment to appreciate how much of dataengineering is open source?
    Here is an easy to use data pipeline tool (free) with a user friendly UI: https://github.com/mage-ai/mage-ai. Source: over 1 year ago
  • Show HN: Mage, Fivetran alternative for ELT and data integrations
    You can also check out the repo here: https://github.com/mage-ai/mage-ai. - Source: Hacker News / over 1 year ago
View more

What are some alternatives?

When comparing CUDA and Mage AI, you can also consider the following products

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.

Versatile Data Kit - An open-source framework that enables anybody to create their own data pipelines, with: - Data SDK for the automation of data extraction, transformation, and loading.

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

Apache Airflow - Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

Keras - Keras is a minimalist, modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano.

Caravel - Visual, intuitive, and interactive data exploration platform

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