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Amazon SageMaker VS SonarQube

Compare Amazon SageMaker VS SonarQube and see what are their differences

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.

SonarQube logo SonarQube

SonarQube, a core component of the Sonar solution, is an open source, self-managed tool that systematically helps developers and organizations deliver Clean Code.
  • Amazon SageMaker Landing page
    Landing page //
    2023-03-15
  • SonarQube Landing page
    Landing page //
    2023-07-12

SonarQube, a core component of the Sonar solution, is an open source, self-managed tool that systematically helps developers and organizations deliver Clean Code. SonarQube integrates into the developers' CI/CD pipeline and DevOps platform to detect and help fix issues in the code while performing continuous inspection of projects.

Supported by the Sonar Clean as You Code methodology, only code that meets the defined quality standard can be released to production. SonarQube analyzes the most popular programming languages, frameworks, and infrastructure technologies and supports over 5,000 Clean Code rules.

Trusted by 7 million developers and 400,000 organizations globally to clean more than half a trillion lines of code, Sonar has become integral to delivering better software.

Explore our pricing and request an evaluation: https://www.sonarsource.com/plans-and-pricing/

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)

SonarQube videos

What is SonarQube?

More videos:

  • Tutorial - What is SonarQube? How to configure a maven project for Code Coverage | Tech Primers
  • Tutorial - How to analyze code quality using SonarQube | Easy tutorial

Category Popularity

0-100% (relative to Amazon SageMaker and SonarQube)
Data Science And Machine Learning
Code Analysis
0 0%
100% 100
Machine Learning
100 100%
0% 0
Code Coverage
0 0%
100% 100

User comments

Share your experience with using Amazon SageMaker and SonarQube. For example, how are they different and which one is better?
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Reviews

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

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

SonarQube Reviews

5 Best DevSecOps Tools in 2023
Whereas OWASP ZAP scans your website once it has been deployed (known as dynamic code scanning), SonarQube/SonarCloud is a product/service that will scan the source code itself before it is deployed and alert on any possible security issues related to the source code. This is known as static code scanning. It looks for things that can be exploited. Things such as not...
Ten Best SonarQube alternatives in 2021
Other critical elements to bear in mind even as mastering alternatives to SonarQube embody Integration and initiatives. We have compiled a listing of SonarQube alternatives that reviewers voted for because of the excellent standard options to employ instead of SonarQube.
Source: duecode.io
TOP 40 Static Code Analysis Tools (Best Source Code Analysis Tools)
It is possible to integrate it into Visual Studio, IntelliJ IDEA, and other widespread IDE. The results of the analysis can be imported into SonarQube.
Top 4 Open Source Security Testing Tools to Test Web Application
Though written in Java, it can analyze over twenty different programming languages. It can easily integrate with continuous integration tools like Jenkins server, etc. The results will be populated to the SonarQube server with ‘green’ and ‘red lights’.
11 Interesting Tools for Auditing and Managing Code Quality
SonarQube is the most popular code quality and security analysis tool in the market. With the support of the open-source community, Sonarqube presently can analyze and produce outputs for over 25 programming languages, which are higher than most tools in the market.
Source: geekflare.com

Social recommendations and mentions

Based on our record, Amazon SageMaker seems to be a lot more popular than SonarQube. While we know about 37 links to Amazon SageMaker, we've tracked only 1 mention of SonarQube. 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 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 / 11 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 1 month 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
View more

SonarQube mentions (1)

  • Google: C++20, How Hard Could It Be
    Even for Java, C# and JS we do enforce such kind of rules, e.g. https://sonarqube.org. - Source: Hacker News / over 1 year ago

What are some alternatives?

When comparing Amazon SageMaker and SonarQube, 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.

Codacy - Automatically reviews code style, security, duplication, complexity, and coverage on every change while tracking code quality throughout your sprints.

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.

CodeClimate - Code Climate provides automated code review for your apps, letting you fix quality and security issues before they hit production. We check every commit, branch and pull request for changes in quality and potential vulnerabilities.

Deepnote - A collaboration platform for data scientists

Checkmarx - The industry’s most comprehensive AppSec platform, Checkmarx One is fast, accurate, and accelerates your business.