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Dropbox VS Databricks

Compare Dropbox VS Databricks and see what are their differences

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Dropbox logo Dropbox

Online Sync and File Sharing

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?
  • Dropbox Landing page
    Landing page //
    2023-10-05
  • Databricks Landing page
    Landing page //
    2023-09-14

Dropbox features and specs

  • Ease of Use
    Dropbox offers a user-friendly interface that makes file sharing, syncing, and storage simple for users of any technical skill level.
  • Cross-Platform Compatibility
    Dropbox supports multiple operating systems including Windows, Mac, iOS, and Android, making it accessible from almost any device.
  • Collaboration Features
    The service includes features like shared folders, file comments, and real-time collaboration on documents, which are ideal for team projects.
  • File Versioning
    Dropbox maintains previous versions of files, allowing users to recover older versions if needed, which is helpful in case of accidental deletions or edits.
  • Third-Party Integrations
    The platform integrates seamlessly with various third-party apps such as Microsoft Office, Slack, and Trello, enhancing its utility in workflow management.
  • Strong Security Measures
    Dropbox offers robust encryption both at rest and in transit, along with two-factor authentication to secure user data.

Possible disadvantages of Dropbox

  • Cost
    Dropbox can be expensive, especially for businesses or advanced individual users who require more storage than what is available in the free plan.
  • Privacy Concerns
    There have been concerns around Dropbox's privacy policies and data handling practices, which might not be ideal for users particularly concerned about privacy.
  • Storage Limits
    The free version of Dropbox offers limited storage capacity (only up to 2GB), which may not be sufficient for users with extensive storage needs.
  • Sync Performance Issues
    Some users have reported issues with the speed and reliability of file syncing, which can be disruptive, especially for large files or bulk uploads.
  • File Size Restrictions
    There are file size limitations for both free and certain paid plans, which may be inconvenient for users who need to store or share particularly large files.
  • Limited Offline Access
    While Dropbox allows files to be made available offline, the process is not always straightforward and can lead to accessibility issues when internet access is not available.

Databricks features and specs

  • Unified Data Analytics Platform
    Databricks integrates various data processing and analytics tools, offering a unified environment for data engineering, machine learning, and business analytics. This integration can streamline workflows and reduce the complexity of data management.
  • Scalability
    Databricks leverages Apache Spark and other scalable technologies to handle large datasets and high computational workloads efficiently. This makes it suitable for enterprises with significant data processing needs.
  • Collaborative Environment
    The platform offers collaborative notebooks that allow data scientists, engineers, and analysts to work together in real-time. This enhances productivity and fosters better communication within teams.
  • Performance Optimization
    Databricks includes various performance optimization features such as caching, indexing, and query optimization, which can significantly speed up data processing tasks.
  • Support for Various Data Formats
    The platform supports a wide range of data formats and sources, including structured, semi-structured, and unstructured data, making it versatile and adaptable to different use cases.
  • Integration with Cloud Providers
    Databricks is designed to work seamlessly with major cloud providers like AWS, Azure, and Google Cloud, allowing users to easily integrate it into their existing cloud infrastructure.

Possible disadvantages of Databricks

  • Cost
    Databricks can be expensive, especially for large-scale deployments or high-frequency usage. It may not be the most cost-effective solution for smaller organizations or projects with limited budgets.
  • Complexity
    While powerful, Databricks can be complex to set up and manage, requiring specialized knowledge in Apache Spark and cloud infrastructure. This might lead to a steeper learning curve for new users.
  • Dependency on Cloud Providers
    Being heavily integrated with cloud providers, Databricks might face issues like vendor lock-in, where switching providers becomes difficult or costly.
  • Limited Offline Capabilities
    Databricks is primarily designed for cloud environments, which means offline or on-premise capabilities are limited, posing challenges for organizations with strict data governance policies.
  • Resource Management
    Efficiently managing and allocating resources can be challenging in Databricks, especially in large multi-user environments. Mismanagement of resources could lead to increased costs and reduced performance.

Dropbox videos

+ Add

Dropbox API / JavaScript ES6 Tutorial - Expense Organizer

More videos:

  • Review - Dropbox Update 2019 - Is it Worth It?
  • Tutorial - How To Build With Dropbox Webinar October 2020 | Dropbox API | Dropbox
  • Review - Everything You Need to Know: The NEW Dropbox 📦
  • Review - Dropbox Paper: Full Review (2019)
  • Review - Dropbox Review: Best Cloud Storage for File Sharing?
  • Review - Dropbox vs Google Drive vs OneDrive: The Ultimate Cloud Storage Showdown
  • Review - 2021 Best Cloud Storage | Dropbox vs OneDrive vs Google Drive vs iCloud vs Box vs Mega

Databricks videos

+ Add

Introduction to Databricks

More videos:

  • Tutorial - Azure Databricks Tutorial | Data transformations at scale
  • Review - Databricks - Data Movement and Query

Category Popularity

0-100% (relative to Dropbox and Databricks)

Dropbox

Databricks

Cloud Storage
100 100%
Cloud Storage
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
File Sharing
100 100%
File Sharing
0% 0
Big Data Analytics
0 0%
Big Data Analytics
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 Dropbox and Databricks

Dropbox Reviews

  1. Lily1010
    good cloud service

    It's much more convenient than GoogleDrive. I frequently use it to share my projects on freelance platforms. This is reliable cloud storage with many features

    🏁 Competitors: Google Drive
    👍 Pros:    Reliable|Convenient|Easy to use
    👎 Cons:    Found none
Best Free Cloud Storage for 2024: What Cloud Storage Providers Offer the Most Free Storage?
Another big problem with Dropbox is the lack of features on the free plan. You can see the full list in the table at the end of the article, but features like the vault, smart sync, Dropbox Transfer, e-signatures, unlimited devices and offline access are all either completely missing or severely limited. You can find out more about these features in our Dropbox review.
Source: www.cloudwards.net
Best Cloud Storage Services for Linux
Koofr is a cloud storage provider that’s a good option for Linux because of its Linux GUI desktop client. They have an online version, desktop and mobile versions, browser extensions, and more. The best thing about Koofr is that you can connect Google Drive, Dropbox, and OneDrive to your Koofr account and search through all files from all accounts from Koofr.
Source: linuxstans.com
Best Top 12 MEGA Alternatives in 2024
In the world of cloud storage, there's no one-size-fits-all solution. The best MEGA alternative for you depends on your specific requirements and preferences. Whether it's Google Drive's integration, Dropbox's simplicity, or OneDrive's security, you have plenty of options to choose from. Evaluate your needs and make an informed decision to ensure your digital life is...
Source: www.multcloud.com
13 WeTransfer Alternatives (Free) in 2022
Dropbox is a file hosting service providing personal cloud, file synchronization, cloud storage, and client software. It is designed to collaborate on your projects, whether you are working alone or in a team.
Source: www.guru99.com
Best alternatives to WeTransfer of 2022
Microsoft OneDrive works like the other well-known consumer cloud storage options, the likes of Dropbox, Google Drive and iCloud: you specify the files and folders you want it to back up, and they get automatically synced with copies in the cloud, as well as all the other computers and devices where you've got OneDrive set up.
Source: www.techradar.com

Databricks Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Databricks notebooks are a popular tool for developing code and presenting findings in data science and machine learning. Databricks Notebooks support real-time multilingual coauthoring, automatic versioning, and built-in data visualizations.
Source: lakefs.io
7 best Colab alternatives in 2023
Databricks is a platform built around Apache Spark, an open-source, distributed computing system. The Databricks Community Edition offers a collaborative workspace where users can create Jupyter notebooks. Although it doesn't offer free GPU resources, it's an excellent tool for distributed data processing and big data analytics.
Source: deepnote.com
Top 5 Cloud Data Warehouses in 2023
Jan 11, 2023 The 5 best cloud data warehouse solutions in 2023Google BigQuerySource: https://cloud.google.com/bigqueryBest for:Top features:Pros:Cons:Pricing:SnowflakeBest for:Top features:Pros:Cons:Pricing:Amazon RedshiftSource: https://aws.amazon.com/redshift/Best for:Top features:Pros:Cons:Pricing:FireboltSource: https://www.firebolt.io/Best for:Top...
Source: www.shipyardapp.com
Top 10 AWS ETL Tools and How to Choose the Best One | Visual Flow
Databricks is a simple, fast, and collaborative analytics platform based on Apache Spark with ETL capabilities. It accelerates innovation by bringing together data science and data science businesses. It is a fully managed open-source version of Apache Spark analytics with optimized connectors to storage platforms for the fastest data access.
Source: visual-flow.com
Top Big Data Tools For 2021
Now Azure Databricks achieves 50 times better performance thanks to a highly optimized version of Spark. Databricks also enables real-time co-authoring and automates versioning. Besides, it features runtimes optimized for machine learning that include many popular libraries, such as PyTorch, TensorFlow, Keras, etc.
Source: blog.bismart.com

Social recommendations and mentions

Based on our record, Dropbox should be more popular than Databricks. It has been mentiond 28 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.

Dropbox mentions (28)

  • Excel What if Analysis Issue
    Even better: upload an example Excel file to a file-sharing website (box.net/files, dropbox.com, onedrive.live.com, etc), and post a download link that does not require that we log in. Source: over 1 year ago
  • How to save data on Obsidian? Worried about data loss
    Note that Dropbox automatically backs up all your files. So if you delete a file, you can recover it on dropbox.com, even 6 months later. Source: almost 2 years ago
  • How long would a USB stick last in storage?
    Upload what is on that stick to a cloud based system that is not vulnerable to degradation of hardware, you can get a lot of storage for free on sites like dropbox.com, mega.nz, or icloud. You can also always make multiple backups. Source: almost 2 years ago
  • Dropbox data gone
    Did you try logging into dropbox.com and checking there? Often the files remain online even if they are removed locallY. You have to log in with the same account you deleted Locally. Source: almost 2 years ago
  • Author Resources: Tools and Software
    Dropbox: You absolutely NEED backups. Ideally, both physical and cloud backups, because if you only have one backup, you're not backed up. I can't even begin to tell you how many writers have lost days, weeks, or even entire novels worth of work because they failed to back up their work, then had their computer break or had some weird software snafu. Dropbox is my preferred cloud backup solution, because you can... Source: almost 2 years ago
View more

Databricks mentions (18)

  • Platform Engineering Abstraction: How to Scale IaC for Enterprise
    Vendors like Confluent, Snowflake, Databricks, and dbt are improving the developer experience with more automation and integrations, but they often operate independently. This fragmentation makes standardizing multi-directional integrations across identity and access management, data governance, security, and cost control even more challenging. Developing a standardized, secure, and scalable solution for... - Source: dev.to / 8 months ago
  • dolly-v2-12b
    Dolly-v2-12bis a 12 billion parameter causal language model created by Databricks that is derived from EleutherAI’s Pythia-12b and fine-tuned on a ~15K record instruction corpus generated by Databricks employees and released under a permissive license (CC-BY-SA). Source: about 2 years ago
  • Clickstream data analysis with Databricks and Redpanda
    Global organizations need a way to process the massive amounts of data they produce for real-time decision making. They often utilize event-streaming tools like Redpanda with stream-processing tools like Databricks for this purpose. - Source: dev.to / almost 3 years ago
  • DeWitt Clause, or Can You Benchmark %DATABASE% and Get Away With It
    Databricks, a data lakehouse company founded by the creators of Apache Spark, published a blog post claiming that it set a new data warehousing performance record in 100 TB TPC-DS benchmark. It was also mentioned that Databricks was 2.7x faster and 12x better in terms of price performance compared to Snowflake. - Source: dev.to / about 3 years ago
  • A Quick Start to Databricks on AWS
    Go to Databricks and click the Try Databricks button. Fill in the form and Select AWS as your desired platform afterward. - Source: dev.to / about 3 years ago
View more

What are some alternatives?

When comparing Dropbox and Databricks, you can also consider the following products

Google Drive - Access and sync your files anywhere

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Mega - Secure File Storage and collaboration

Looker - Looker makes it easy for analysts to create and curate custom data experiences—so everyone in the business can explore the data that matters to them, in the context that makes it truly meaningful.

Box - Box offers secure content management and collaboration for individuals, teams and businesses, enabling secure file sharing and access to your files online.

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

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