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Databricks vs Fathom Analytics

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Databricks
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Fathom Analytics
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Databricks vs Fathom Analytics: What are the differences?

What is 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.

What is Fathom Analytics? Simple, open source website analytics library. Fathom tracks users on a website (without collecting personal data) and give you a non-nerdy breakdown of your top content and top referrers. It does so with user-centric rights and privacy, and without selling, sharing or giving away the data you collect. It's a simple and easy to use for website owners at any technical level.

Databricks and Fathom Analytics can be categorized as "General Analytics" tools.

Fathom Analytics is an open source tool with 5.79K GitHub stars and 235 GitHub forks. Here's a link to Fathom Analytics's open source repository on GitHub.

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Pros of Databricks
Pros of Fathom Analytics
  • 1
    Best Performances on large datasets
  • 1
    True lakehouse architecture
  • 1
    Scalability
  • 1
    Databricks doesn't get access to your data
  • 1
    Usage Based Billing
  • 1
    Security
  • 1
    Data stays in your cloud account
  • 1
    Multicloud
  • 2
    Self hosted
  • 1
    Privacy friendly

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- No public GitHub repository available -

What is 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.

What is Fathom Analytics?

Fathom tracks users on a website (without collecting personal data) and give you a non-nerdy breakdown of your top content and top referrers. It does so with user-centric rights and privacy, and without selling, sharing or giving away the data you collect. It's a simple and easy to use for website owners at any technical level.

Need advice about which tool to choose?Ask the StackShare community!

Jobs that mention Databricks and Fathom Analytics as a desired skillset
Staff Software Engineer
Pinterest
Toronto, ON, CA
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DreamAT InternetUbuntu+5
What companies use Databricks?
What companies use Fathom Analytics?
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What tools integrate with Databricks?
What tools integrate with Fathom Analytics?
    No integrations found

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    What are some alternatives to Databricks and Fathom Analytics?
    Snowflake
    Snowflake eliminates the administration and management demands of traditional data warehouses and big data platforms. Snowflake is a true data warehouse as a service running on Amazon Web Services (AWS)—no infrastructure to manage and no knobs to turn.
    Azure Databricks
    Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.
    Domino
    Use our cloud-hosted infrastructure to securely run your code on powerful hardware with a single command — without any changes to your code. If you have your own infrastructure, our Enterprise offering provides powerful, easy-to-use cluster management functionality behind your firewall.
    Confluent
    It is a data streaming platform based on Apache Kafka: a full-scale streaming platform, capable of not only publish-and-subscribe, but also the storage and processing of data within the stream
    Apache Spark
    Spark is a fast and general processing engine compatible with Hadoop data. It can run in Hadoop clusters through YARN or Spark's standalone mode, and it can process data in HDFS, HBase, Cassandra, Hive, and any Hadoop InputFormat. It is designed to perform both batch processing (similar to MapReduce) and new workloads like streaming, interactive queries, and machine learning.
    See all alternatives

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