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  5. Databricks vs GA Insights

Databricks vs GA Insights

OverviewComparisonAlternatives

Overview

Databricks
Databricks
Stacks524
Followers768
Votes8
GA Insights
GA Insights
Stacks0
Followers3
Votes0

Databricks vs GA Insights: What are the differences?

  1. Deployment Options: Databricks primarily offers a cloud-based platform for processing and analyzing big data, while Google Analytics (GA) Insights is a web-based analytics tool that requires integration with websites to collect data.

  2. Use Cases: Databricks is commonly used for data science and machine learning purposes, enabling users to build and train models, while GA Insights focuses on tracking website traffic and user behavior to optimize marketing strategies.

  3. Collaboration Features: Databricks provides collaborative features to allow multiple users to work on the same data project simultaneously, while GA Insights is more tailored towards individual users or small teams accessing analytics data.

  4. Data Sources: Databricks supports a wider range of data sources, including structured, semi-structured, and unstructured data, whereas GA Insights primarily focuses on data collected from websites and online platforms.

  5. Customization: Databricks allows for more customization and flexibility in data processing and analysis workflows, while GA Insights has predefined reports and metrics designed for standardized web analytics.

  6. Pricing Models: Databricks follows a subscription-based pricing model based on compute usage and storage, while GA Insights is free for basic usage with various pricing tiers for additional features and support.

In Summary, Databricks and GA Insights differ in deployment options, use cases, collaboration features, data sources, customization capabilities, and pricing models.

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Detailed Comparison

Databricks
Databricks
GA Insights
GA Insights

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.

Monitor the health of your business 24 hours a day. Get alerts when your metrics go outside normal thresholds. Get scheduled reports sent to Slack, MsTeams and Email.

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
Find out about site issues before they cost your business; Once setup you won't need to keep visiting Google Analytics; Point & click setup, it just takes a few minutes; Daily, Weekly and Monthly reports to keep you and your team informed; Get an instant snapshot into the health of your organization
Statistics
Stacks
524
Stacks
0
Followers
768
Followers
3
Votes
8
Votes
0
Pros & Cons
Pros
  • 1
    Best Performances on large datasets
  • 1
    Multicloud
  • 1
    Data stays in your cloud account
  • 1
    Security
  • 1
    Usage Based Billing
No community feedback yet
Integrations
MLflow
MLflow
Delta Lake
Delta Lake
Kafka
Kafka
Apache Spark
Apache Spark
TensorFlow
TensorFlow
Hadoop
Hadoop
PyTorch
PyTorch
Keras
Keras
Google Analytics
Google Analytics
Slack
Slack
Google Ads
Google Ads
Microsoft Teams
Microsoft Teams

What are some alternatives to Databricks, GA Insights?

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.

Ackee (Analytics)

Ackee (Analytics)

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.

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