Apache Mahout
Apache Mahout has been developed by its parent company, the Apache Software Foundation, as a machine learning software with more focus on linear algebra. It is known for producing various implementations of distributed or algorithms that are focussed on scalable machine learning, absolutely free of cost.
Top Apache Mahout Alternatives
- MATLAB
- Protégé
- Sparkling Water
- Theano
- Apache Storm
- IBM Watson Studio
- Azure Machine Learning Studio
- Domino Data Lab
- Big Squid
- Plotly
- Amazon Personalize
- FloydHub
- Wipro Holmes
- Amazon SageMaker
- BigML
Top Apache Mahout Alternatives and Overview
MATLAB
MATLAB is a data science and machine learning-based development toolkit that processes iterative formulas into computer-based processes.
Theano
Theano is a vast online library that is based on the Python programming language.
Apache Storm
The Storm from Apache can be best defined as a computational framework that is made to utilize high-performance distributed systems and perform complex operations with large amounts of fed data.
IBM Watson Studio
IBM Watson Studio is a system offered by IBM which helps the users in data analytics and management.
Azure Machine Learning Studio
This GUI-based integrated platform assists developers and data scientists throughout the development lifecycle and helps...
Domino Data Lab
It allows the data scientists to process a vast amount of information with its platform...
Big Squid
It offers to consult for executives and business stakeholders to make optimized decisions and reap...
FloydHub
It eliminates the burden of downloading the data every time you change a workplace and...
Wipro Holmes
Wipro offers computing solutions that help users in redefining the operations and re-imagining the consumer...
Amazon SageMaker
All steps involved in the process are trackable, and it provides assistance and automation for...
Apache Mahout Review and Overview
The Apache Mahout platform was initially released to the world on 7th April 2009. While the initial implementations were primarily focussed on the Hadoop platform, the newer versions have steadily been built upon the Spark platform for greater durability.
What is it?
The Mahout platform provides Java and Scala-based libraries, which have been essentially focussed on mathematics which deals with linear algebra and statistics, as well as a collection of primitive Java operations.
Flexibility
The core algorithm integrated into the Mahout platform has been created for clustering, classification and collaborative filtering (batch-based) on the platform of the Apache Hadoop software and is based on the paradigm of a map or reduce. However, despite being dependent on the Hadoop platform, it is not restricted by its implementations. The developers have designed the Mahout platform in such an innovative way that conditions that only perform on a single node or even a non-Hadoop cluster are also entertained within the environment of the software.
Samsara
The Mahout project also focuses on providing a backend platform that allows for an independent programming environment, which has been given the code name of Samsara. This platform was developed when the Mahout portal was first launched, the 0.10.0 version.
Conclusion
The Apache Mahout platform is a machine learning library that is both powerful and scalable. It provides users with an easy to configure software that helps in the process of understanding the complex world of machine learning. Machine learning algorithms play a huge part in the development of artificial intelligence. Mahout provides users with an easy to operate a platform where programming is made simple and comfortable for everyone.
Company Information
Company Name: XGBoost