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Akismet VS Databricks

Compare Akismet VS Databricks and see what are their differences

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Contents:
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  3. » Reviews
  4. » Alternatives

Akismet logo Akismet

Akismet is a spam fighting service that protects millions of WordPress sites from comment and contact form spam.

Databricks logo Databricks

Databricks provides a Unified Analytics Platform that accelerates innovation by unifying data science, engineering and business.‎What is Apache Spark?
  • Akismet Landing page
    Landing page //
    2023-07-12
  • Databricks Landing page
    Landing page //
    2023-09-14

Akismet features and specs

  • Effective Spam Filtering
    Akismet provides robust spam filtering capabilities, effectively identifying and blocking spam comments and emails using advanced algorithms and a continuously updated database.
  • Easy Integration
    Akismet can be easily integrated with various content management systems (CMS) like WordPress, providing seamless spam protection with minimal setup.
  • Automated Operation
    Once set up, Akismet works automatically in the background without requiring constant attention or manual intervention, which saves time and effort for administrators.
  • Regular Updates
    The service benefits from frequent updates and improvements, ensuring that it stays ahead of emerging spam techniques and remains effective.
  • Global Spam Database
    Akismet leverages a global spam database, improving its ability to detect and block spam based on inputs from millions of other users worldwide.

Possible disadvantages of Akismet

  • False Positives
    While effective, Akismet can sometimes incorrectly flag legitimate comments or emails as spam, requiring manual review and correction by the user.
  • Subscription Cost
    For commercial use, Akismet requires a paid subscription, which can be a consideration for smaller sites or individual users with limited budgets.
  • Privacy Concerns
    Since Akismet processes and analyzes comments and contact form submissions, there may be concerns about data privacy and the handling of user information.
  • Dependency on External Service
    Using Akismet means relying on a third-party service, which could be problematic if the service experiences downtime or suffers from other technical issues.
  • Customization Limitations
    Customization options for Akismet might be limited compared to custom or self-developed spam solutions, potentially limiting flexibility for advanced users.

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.

Analysis of Akismet

Overall verdict

  • Akismet is considered a good choice for individuals and businesses looking to manage spam effectively on their websites, thanks to its proven track record and ease of integration with popular content management systems like WordPress.

Why this product is good

  • Akismet is widely regarded as an effective spam filtering service because it uses advanced algorithms and a large database of known spam to identify and filter out unwanted content. It helps protect websites from spam comments, form submissions, and other malicious activities by analyzing patterns and leveraging data from millions of sites.

Recommended for

    Akismet is recommended for bloggers, website owners, and online businesses that require a reliable method to combat spam and keep their sites clean and functional. It's particularly beneficial for sites that use interactive features like comments and contact forms.

Akismet videos

+ Add

Akismet Set Up (Free) - Anti-Spam WordPress Plugin Tutorial

More videos:

  • Tutorial - How to Setup AKISMET ANTI-SPAM Wordpress Plugin Review + Quick Tutorial
  • Review - 2016 Akismet review

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 Akismet and Databricks)

Akismet

Databricks

SPAM
100 100%
SPAM
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
SPAM Protection
100 100%
SPAM Protection
0% 0
Big Data Analytics
0 0%
Big Data Analytics
100% 100

User comments

Share your experience with using Akismet and Databricks. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Akismet and Databricks

Akismet Reviews

Spam Detection APIs
It also has a generic API. There are libraries for Dart, JavaScript, PHP, Python, Ruby, Go, etc, as well as plugins for other CMSs. So if you use a different CMS or have your custom app, you can still use Akismet for spam detection.
Source: css-tricks.com
6 Free Alternatives to Akismet Anti-Spam Prevention
Akismet is free only for personal use, individual blogs or for non-profit website, for the rest of the websites such as business and non-profits the monthly subscription plans start at $5/mo. While it is not much an investment, but you can always opt for free alternatives that are just as good. If you’re looking for an alternative to Akismet, this article is for you. I have...
Source: 85ideas.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, Databricks should be more popular than Akismet. It has been mentiond 18 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.

Akismet mentions (12)

  • Weekly Indie Log #19
    Stomod now supports a native built-in commenting feature, allowing fully threaded conversations on your blog posts. Plus, it includes support for Akismet spam detection to keep those pesky spammers at bay. - Source: dev.to / 7 months ago
  • Prevent Spam in Statamic Forms
    In this article, I'll show you how to add a spam detection service to your Statamic forms and reject any submissions that are deemed to be spam. I'll be using Akismet for this example, but you can use any spam detection service you'd like. - Source: dev.to / over 1 year ago
  • What happened to blogging for the hell of it?
    Anyone out there using solutions like this and can offer any feedback? https://akismet.com/. - Source: Hacker News / over 1 year ago
  • Detecting and preventing spam users
    Use some service (e.g. Something like Akismet) to predict whether a user is spam or not. Source: about 2 years ago
  • Bots still getting through my contact page with Google Recaptcha
    Django-contact-form uses the akismet dependency, which in turn uses the Wordpress Akismet spam-detection service. See the AkismetContactForm class and its documentation to study its implementation. It is pretty straight forward and mainly requires an API key, which is free for personal use. Source: about 3 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 Akismet and Databricks, you can also consider the following products

Amazon AMS - Existing advertiser? Sign in to access your Amazon Advertising account.

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

CleanTalk - Spam protection for WordPress, Joomla, Drupal, and any other websites

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.

ConvertKit - Email marketing software for online creators. We help you earn a living online through an intuitive email marketing automation tool.

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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