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Evidently AI VS Apache Zeppelin

Compare Evidently AI VS Apache Zeppelin and see what are their differences

Evidently AI logo Evidently AI

Open-source monitoring for machine learning models

Apache Zeppelin logo Apache Zeppelin

A web-based notebook that enables interactive data analytics.
  • Evidently AI Landing page
    Landing page //
    2023-08-19
  • Apache Zeppelin Landing page
    Landing page //
    2023-07-21

Evidently AI videos

How to Monitor Machine Learning Models (Evidently AI)

Apache Zeppelin videos

Apache Zeppelin Meetup

Category Popularity

0-100% (relative to Evidently AI and Apache Zeppelin)
Developer Tools
100 100%
0% 0
Data Dashboard
0 0%
100% 100
AI
100 100%
0% 0
Office & Productivity
0 0%
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 Evidently AI and Apache Zeppelin

Evidently AI Reviews

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Apache Zeppelin Reviews

12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
Apache Zeppelin is an open-source platform for data science and analytics that is similar to Jupyter Notebooks. It allows users to write and execute code in a variety of programming languages, as well as include text, equations, and visualizations in a single document. Apache Zeppelin also has a built-in code editor and supports a wide range of libraries and frameworks,...
Source: noteable.io
The Best ML Notebooks And Infrastructure Tools For Data Scientists
Apache Zeppelin is another web-based open-source notebook popular among data scientists. The platform supports three languages – SQL, Python, and R. Zeppelin also backs interpreters such as Apache Spark, JDBC, Markdown, Shell, and Hadoop. The built-in basic charts and pivot table structures help to create input forms in the notebook. Zeppelin can be shared on Github and...

Social recommendations and mentions

Based on our record, Apache Zeppelin should be more popular than Evidently AI. It has been mentiond 7 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.

Evidently AI mentions (2)

  • [D] Using MLFlow for model performance tracking
    It is doable. However the main focus of MLFlow is in experiment tracking. I would suggest for you to look into another monitoring tools such evidentlyai . You can track more things than performance (e.g.data drift). Which may be helpful in a production setting. Source: almost 2 years ago
  • Five Data Quality Tools You Should Know
    Evidently is an open-source Python library that analyzes and monitors machine learning models. It generates interactive reports based on Panda DataFrames and CSV files for troubleshooting models and checking data integrity. These reports show model health, data drift, target drift, data integrity, feature analysis, and performance by segment. - Source: dev.to / over 2 years ago

Apache Zeppelin mentions (7)

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What are some alternatives?

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iko.ai - Real-time collaborative notebooks on your own Kubernetes clusters to train, track, package, deploy, and monitor your machine learning models.

WebStorm - The smartest JavaScript IDE