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  5. Ackee (Analytics) vs Databricks

Ackee (Analytics) vs Databricks

OverviewComparisonAlternatives

Overview

Databricks
Databricks
Stacks524
Followers768
Votes8
Ackee (Analytics)
Ackee (Analytics)
Stacks9
Followers23
Votes5
GitHub Stars4.5K
Forks384

Databricks vs Ackee (Analytics): What are the differences?

Databricks: A unified analytics platform, powered by Apache Spark. 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; Ackee (Analytics): Self-hosted, Node.js based analytics tool for those who care about privacy. It is a lightweight, easy to install and has a good balance between analytics and privacy. It features an API and web interface and tracks only what's necessary.

Databricks and Ackee (Analytics) can be categorized as "General Analytics" tools.

Some of the features offered by Databricks are:

  • Built on Apache Spark and optimized for performance
  • Reliable and Performant Data Lakes
  • Interactive Data Science and Collaboration

On the other hand, Ackee (Analytics) provides the following key features:

  • Self-hosted
  • Lightweight and easy to install
  • Modern and fast architecture

Ackee (Analytics) is an open source tool with 903 GitHub stars and 35 GitHub forks. Here's a link to Ackee (Analytics)'s open source repository on GitHub.

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Detailed Comparison

Databricks
Databricks
Ackee (Analytics)
Ackee (Analytics)

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.

Self-hosted, Node.js based analytics tool for those who care about privacy. Ackee runs on your own server, analyses the traffic of your websites and provides useful statistics in a minimal interface.

Built on Apache Spark and optimized for performance; Reliable and Performant Data Lakes; Interactive Data Science and Collaboration; Data Pipelines and Workflow Automation; End-to-End Data Security and Compliance; Compatible with Common Tools in the Ecosystem; Unparalled Support by the Leading Committers of Apache Spark
Self-hosted; Lightweight and easy to install; Modern and fast architecture; Beautiful and focused interface; No unique user tracking and no cookies; Fully documented API
Statistics
GitHub Stars
-
GitHub Stars
4.5K
GitHub Forks
-
GitHub Forks
384
Stacks
524
Stacks
9
Followers
768
Followers
23
Votes
8
Votes
5
Pros & Cons
Pros
  • 1
    Best Performances on large datasets
  • 1
    Multicloud
  • 1
    Data stays in your cloud account
  • 1
    Security
  • 1
    Usage Based Billing
Pros
  • 1
    Self-hosted
  • 1
    Minimal and focused interface
  • 1
    Alternative to Google Analytics
  • 1
    Free and open-source
  • 1
    Privacy focused
Integrations
MLflow
MLflow
Delta Lake
Delta Lake
Kafka
Kafka
Apache Spark
Apache Spark
TensorFlow
TensorFlow
Hadoop
Hadoop
PyTorch
PyTorch
Keras
Keras
Node.js
Node.js
Yarn
Yarn
MongoDB
MongoDB

What are some alternatives to Databricks, Ackee (Analytics)?

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.

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.

Volument

Volument

Volument is a new take on analytics: it focuses solely on conversion optimization and leaves out everything else. To be launched in 2020, it aims to change the way people measure and optimize their websites.

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