Amazon EMR

Amazon EMR

Amazon
MLlib

MLlib

Apache Software Foundation

About

Amazon EMR is the industry-leading cloud big data platform for processing vast amounts of data using open-source tools such as Apache Spark, Apache Hive, Apache HBase, Apache Flink, Apache Hudi, and Presto. With EMR you can run Petabyte-scale analysis at less than half of the cost of traditional on-premises solutions and over 3x faster than standard Apache Spark. For short-running jobs, you can spin up and spin down clusters and pay per second for the instances used. For long-running workloads, you can create highly available clusters that automatically scale to meet demand. If you have existing on-premises deployments of open-source tools such as Apache Spark and Apache Hive, you can also run EMR clusters on AWS Outposts. Analyze data using open-source ML frameworks such as Apache Spark MLlib, TensorFlow, and Apache MXNet. Connect to Amazon SageMaker Studio for large-scale model training, analysis, and reporting.

About

Unlock insights from all your data and build artificial intelligence (AI) solutions with Azure Databricks, set up your Apache Spark™ environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn. Azure Databricks provides the latest versions of Apache Spark and allows you to seamlessly integrate with open source libraries. Spin up clusters and build quickly in a fully managed Apache Spark environment with the global scale and availability of Azure. Clusters are set up, configured, and fine-tuned to ensure reliability and performance without the need for monitoring. Take advantage of autoscaling and auto-termination to improve total cost of ownership (TCO).

About

JavaScript is a scripting language and programming language for the web that enables developers to build dynamic elements on the web. Over 97% of the websites in the world use client-side JavaScript. JavaScript is one of the most important scripting languages on the web. Strings in JavaScript are contained within a pair of either single quotation marks '' or double quotation marks "". Both quotes represent Strings but be sure to choose one and STICK WITH IT. If you start with a single quote, you need to end with a single quote. There are pros and cons to using both IE single quotes tend to make it easier to write HTML within Javascript as you don’t have to escape the line with a double quote. Let’s say you’re trying to use quotation marks inside a string. You’ll need to use opposite quotation marks inside and outside of JavaScript single or double quotes.

About

​Apache Spark's MLlib is a scalable machine learning library that integrates seamlessly with Spark's APIs, supporting Java, Scala, Python, and R. It offers a comprehensive suite of algorithms and utilities, including classification, regression, clustering, collaborative filtering, and tools for constructing machine learning pipelines. MLlib's high-quality algorithms leverage Spark's iterative computation capabilities, delivering performance up to 100 times faster than traditional MapReduce implementations. It is designed to operate across diverse environments, running on Hadoop, Apache Mesos, Kubernetes, standalone clusters, or in the cloud, and accessing various data sources such as HDFS, HBase, and local files. This flexibility makes MLlib a robust solution for scalable and efficient machine learning tasks within the Apache Spark ecosystem. ​

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Companies that want to easily run and scale Apache Spark, Hive, Presto, and other big data frameworks

Audience

Companies in need of a big data solution

Audience

Web developers and anyone looking for a mobile solution for running and developing web content

Audience

Data scientists and engineers wanting a machine learning solution for efficient data processing and analysis within the Apache Spark framework

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/emr/

Company Information

Microsoft
Founded: 1975
United States
azure.microsoft.com/en-us/services/databricks/

Company Information

JavaScript
Founded: 1995
United States
javascript.com

Company Information

Apache Software Foundation
Founded: 1995
United States
spark.apache.org/mllib/

Alternatives

Alternatives

Alternatives

Alternatives

Apache Spark

Apache Spark

Apache Software Foundation
AssemblyScript

AssemblyScript

The AssemblyScript Project
Apache Mahout

Apache Mahout

Apache Software Foundation
E-MapReduce

E-MapReduce

Alibaba
Amazon EMR

Amazon EMR

Amazon
Apache Spark

Apache Spark

Apache Software Foundation
Amazon EMR

Amazon EMR

Amazon

Categories

Categories

Categories

Categories

Integrations

Amp
Apache Cassandra
Apache Usergrid
Codecov
Codestral
ERNIE 4.5 Turbo
Florware
GPT‑5-Codex
Gemma 2
Grok Code Fast 1
Jsmon
Kuroco
LuGo-Test
OpenAI Codex
Programming Helper
PromptCompose
TinyPNG
Vertex AI
Zebra Enterprise Browser
journy.io

Integrations

Amp
Apache Cassandra
Apache Usergrid
Codecov
Codestral
ERNIE 4.5 Turbo
Florware
GPT‑5-Codex
Gemma 2
Grok Code Fast 1
Jsmon
Kuroco
LuGo-Test
OpenAI Codex
Programming Helper
PromptCompose
TinyPNG
Vertex AI
Zebra Enterprise Browser
journy.io

Integrations

Amp
Apache Cassandra
Apache Usergrid
Codecov
Codestral
ERNIE 4.5 Turbo
Florware
GPT‑5-Codex
Gemma 2
Grok Code Fast 1
Jsmon
Kuroco
LuGo-Test
OpenAI Codex
Programming Helper
PromptCompose
TinyPNG
Vertex AI
Zebra Enterprise Browser
journy.io

Integrations

Amp
Apache Cassandra
Apache Usergrid
Codecov
Codestral
ERNIE 4.5 Turbo
Florware
GPT‑5-Codex
Gemma 2
Grok Code Fast 1
Jsmon
Kuroco
LuGo-Test
OpenAI Codex
Programming Helper
PromptCompose
TinyPNG
Vertex AI
Zebra Enterprise Browser
journy.io
Claim Amazon EMR and update features and information
Claim Amazon EMR and update features and information
Claim Azure Databricks and update features and information
Claim Azure Databricks and update features and information
Claim JavaScript and update features and information
Claim JavaScript and update features and information
Claim MLlib and update features and information
Claim MLlib and update features and information