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  5. Azure Databricks vs Umami

Azure Databricks vs Umami

OverviewComparisonAlternatives

Overview

Azure Databricks
Azure Databricks
Stacks252
Followers396
Votes0
Umami
Umami
Stacks39
Followers29
Votes0

Umami vs Azure Databricks: What are the differences?

What is Umami? Self-hosted open-source alternative to Google Analytics. It is a simple, easy to use, self-hosted web analytics solution. The goal is to provide you with a friendlier, privacy-focused alternative to Google Analytics and a free, open-sourced alternative to paid solutions. It collects only the metrics you care about and everything fits on a single page.

What is Azure Databricks? Fast, easy, and collaborative Apache Spark–based analytics service. Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

Umami and Azure Databricks can be primarily classified as "General Analytics" tools.

Some of the features offered by Umami are:

  • Simple analytics
  • Unlimited websites
  • Bypass ad-blockers

On the other hand, Azure Databricks provides the following key features:

  • Optimized Apache Spark environment
  • Autoscale and auto terminate
  • Collaborative workspace

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Detailed Comparison

Azure Databricks
Azure Databricks
Umami
Umami

Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

It is a simple, easy to use, self-hosted web analytics solution. The goal is to provide you with a friendlier, privacy-focused alternative to Google Analytics and a free, open-sourced alternative to paid solutions. It collects only the metrics you care about and everything fits on a single page.

Optimized Apache Spark environment; Autoscale and auto terminate; Collaborative workspace; Optimized for deep learning; Integration with Azure services; Support for multiple languages and libraries
Simple analytics; Unlimited websites; Bypass ad-blockers; Light-weight; Data ownership; Multiple accounts; Share data; Privacy-focused
Statistics
Stacks
252
Stacks
39
Followers
396
Followers
29
Votes
0
Votes
0
Integrations
Scala
Scala
Azure DevOps
Azure DevOps
Databricks
Databricks
Python
Python
GitHub
GitHub
Apache Spark
Apache Spark
.NET for Apache Spark
.NET for Apache Spark
MySQL
MySQL
PostgreSQL
PostgreSQL

What are some alternatives to Azure Databricks, Umami?

Google Analytics

Google Analytics

Google Analytics lets you measure your advertising ROI as well as track your Flash, video, and social networking sites and applications.

Mixpanel

Mixpanel

Mixpanel helps companies build better products through data. With our powerful, self-serve product analytics solution, teams can easily analyze how and why people engage, convert, and retain to improve their user experience.

Piwik

Piwik

Matomo (formerly Piwik) is a full-featured PHP MySQL software program that you download and install on your own webserver. At the end of the five-minute installation process, you will be given a JavaScript code.

Clicky

Clicky

Clicky Web Analytics gives bloggers and smaller web sites a more personal understanding of their visitors. Clicky has various features that helps stand it apart from the competition specifically Spy and RSS feeds that allow web site owners to get live information about their visitors.

Plausible

Plausible

It is a lightweight and open-source website analytics tool. It doesn’t use cookies and is fully compliant with GDPR, CCPA and PECR.

Databricks

Databricks

Databricks Unified Analytics Platform, from the original creators of Apache Spark™, unifies data science and engineering across the Machine Learning lifecycle from data preparation to experimentation and deployment of ML applications.

userTrack

userTrack

userTrack is now called UXWizz. Get access to better insights, a faster dashboard and increase user privacy. It provides detailed visitor insights without relying on third-parties.

Quickmetrics

Quickmetrics

It is a service for collecting, analyzing and visualizing custom metrics. It can be used to track anything from signups to server response times. Sending events is super simple.

Matomo

Matomo

It is a web analytics platform designed to give you the conclusive insights with our complete range of features. You can also evaluate the full user-experience of your visitor’s behaviour with its Conversion Optimization features, including Heatmaps, Sessions Recordings, Funnels, Goals, Form Analytics and A/B Testing.

Maze

Maze

Maze empowers product and marketing teams to test anything from prototypes to copy, or round up user feedback—all in one place. Rapidly collect user insights across teams and create better user experiences, together.

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