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AWS Deep Learning AMIs VS DataGrip

Compare AWS Deep Learning AMIs VS DataGrip and see what are their differences

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AWS Deep Learning AMIs logo AWS Deep Learning AMIs

The AWS Deep Learning AMIs provide machine learning practitioners and researchers with the infrastructure and tools to accelerate deep learning in the cloud, at any scale.

DataGrip logo DataGrip

Tool for SQL and databases
  • AWS Deep Learning AMIs Landing page
    Landing page //
    2023-04-30
  • DataGrip Landing page
    Landing page //
    2023-03-16

AWS Deep Learning AMIs videos

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DataGrip videos

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DataGrip Introduction

Category Popularity

0-100% (relative to AWS Deep Learning AMIs and DataGrip)

AWS Deep Learning AMIs

DataGrip

Development
100 100%
Development
0% 0
Databases
0 0%
Databases
100% 100
Diagnostics Software
100 100%
Diagnostics Software
0% 0
Database Management
0 0%
Database Management
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 AWS Deep Learning AMIs and DataGrip

AWS Deep Learning AMIs Reviews

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DataGrip Reviews

15 Best MySQL GUI Clients for macOS
DataGrip is a smart subscription-based IDE for numerous database tasks. It equips database developers, administrators, and analysts with a multitude of integrated tools that help you work with queries and deliver flexible management of database objects.
Source: blog.devart.com
Best MySQL GUI Clients for Linux in 2023
DataGrip is a smart IDE for database tasks. It equips database developers, administrators, and analysts with many professional tools integrated into one platform. With the help of DataGrip, users can work with large queries and stored procedures easily as well as code faster with the help of auto-completion, syntax checks, quick fixes, etc.
Source: blog.devart.com
9 Best Database Software For Mac [Reviewed & Ranked]
It is not easy to say which is the best database software for mac. You need to work out if you are after a general database client for development or are you after a full-blown IDE. For a general database developer tool, DBeaver is free and open-source and has basic to advanced features. If you want a full IDE then TablePlus or DataGrip will be more suitable options.
Source: alvarotrigo.com
DBeaver v. MySQL Workbench v. POPSQL v. Visual Studio Code.
Pricing: DataGrip doesn’t have a community version. You can download and use the free trial for 30 days, then you need to pay for a subscription service. It costs $8.9/mo for an individual and $19.9/mo/user for business.
Source: medium.com

Social recommendations and mentions

Based on our record, AWS Deep Learning AMIs should be more popular than DataGrip. It has been mentiond 3 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.

AWS Deep Learning AMIs mentions (3)

  • Machine Learning Best Practices for Public Sector Organizations
    AWS Deep Learning AMIs can be used to accelerate deep learning by quickly launching Amazon EC2 instances. - Source: dev.to / over 2 years ago
  • Unable to host a Flask App consisting of an Image Classification Model coded in Pytorch to a free tier EC2 instance. The issue occurs at requirements installation i.e The torch v1.8.1 installation gets stuck at 94%.
    Ok a bit more on topic of your question. Set up a docker locally on your computer, pick a relevant image with all the python stuff and then do pip install -r requirements -t ./dependencies zip it up, upload to S3 and then get it from there and use on the EC2 instance. Or look into using Deep Learning AMIs they should have pytorch installed: https://aws.amazon.com/machine-learning/amis/. Source: almost 3 years ago
  • Is Sagemaker supposed to replace Keras or PyTorch? Or Tensorflow?
    Literally nothing stops you from running EC2 instance with GPU and configuring it yourself. There are even AMIs specialized for ML workloads with everything preconfigured and ready to use - https://aws.amazon.com/machine-learning/amis/. Source: almost 3 years ago

DataGrip mentions (1)

  • Which Is The Best PostgreSQL GUI? 2021 Comparison
    DataGrip is a cross-platform integrated development environment (IDE) that supports multiple database environments. The most important thing to note about DataGrip is that it's developed by JetBrains, one of the leading brands for developing IDEs. If you have ever used PhpStorm, IntelliJ IDEA, PyCharm, WebStorm, you won't need an introduction on how good JetBrains IDEs are. - Source: dev.to / about 3 years ago

What are some alternatives?

When comparing AWS Deep Learning AMIs and DataGrip, you can also consider the following products

AWS Auto Scaling - Learn how AWS Auto Scaling monitors your applications and automatically adjusts capacity to maintain steady, predictable performance at the lowest possible cost.

DBeaver - DBeaver - Universal Database Manager and SQL Client.

IBM Cloud Bare Metal Servers - IBM Cloud Bare Metal Servers is a single-tenant server management service that provides dedicated servers with maximum performance.

MySQL Workbench - MySQL Workbench is a unified visual tool for database architects, developers, and DBAs.

Amazon Elastic Inference - Utilities, Application Utilities, and Machine Learning as a Service

HeidiSQL - HeidiSQL is a powerful and easy client for MySQL, MariaDB, Microsoft SQL Server and PostgreSQL. Open source and entirely free to use.

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