Apache Giraph
About
Apache Giraph is an open-source graph processing framework that enables scalable and efficient processing of large-scale graph data. It is built on top of the Apache Hadoop ecosystem and supports a wide range of graph algorithms, including...
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Apache Mahout is an open-source, scalable machine learning and data mining library that runs on top of Apache Hadoop. It provides a wide range of algorithms for clustering, classification, and collaborative filtering, making it useful for recommendation engines, fraud detection, and more. With Mahout, data scientists and developers can build intelligent systems that can learn from data and make more accurate predictions.
Deeplearning4j is an open-source, distributed deep learning framework that allows users to train and deploy neural networks on a variety of hardware, including GPUs and CPUs. It is written in Java and supports multiple programming languages and platforms, making it a versatile tool for building and applying deep learning models. Some of its features include support for convolutional and recurrent neural networks, advanced optimization algorithms, and compatibility with popular libraries such as TensorFlow and Keras.
GraphLab is a software framework that enables the development and deployment of machine learning models at scale. It provides tools for data preprocessing, model training and evaluation, and deployment on a distributed computing environment. GraphLab is designed to be easy to use for data scientists, but also scalable and efficient for large datasets and complex models.
H2O.ai refers to a machine learning and artificial intelligence platform used to build, train, and deploy predictive models. It is applied in work settings to analyze data, automate model development, and support forecasting and decision making. The platform is also used to operationalize models within business processes and analytic workflows.
Lightcast Skills Taxonomy
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About
Apache Giraph is an open-source graph processing framework that enables scalable and efficient processing of large-scale graph data. It is built on top of the Apache Hadoop ecosystem and supports a wide range of graph algorithms, including...
Related Skills
Browse the most common related skills to this skill, based on the last 5 months of job postings data.
How does Lightcast design a skill?
Apache Mahout is an open-source, scalable machine learning and data mining library that runs on top of Apache Hadoop. It provides a wide range of algorithms for clustering, classification, and collaborative filtering, making it useful for recommendation engines, fraud detection, and more. With Mahout, data scientists and developers can build intelligent systems that can learn from data and make more accurate predictions.
Deeplearning4j is an open-source, distributed deep learning framework that allows users to train and deploy neural networks on a variety of hardware, including GPUs and CPUs. It is written in Java and supports multiple programming languages and platforms, making it a versatile tool for building and applying deep learning models. Some of its features include support for convolutional and recurrent neural networks, advanced optimization algorithms, and compatibility with popular libraries such as TensorFlow and Keras.
GraphLab is a software framework that enables the development and deployment of machine learning models at scale. It provides tools for data preprocessing, model training and evaluation, and deployment on a distributed computing environment. GraphLab is designed to be easy to use for data scientists, but also scalable and efficient for large datasets and complex models.
H2O.ai refers to a machine learning and artificial intelligence platform used to build, train, and deploy predictive models. It is applied in work settings to analyze data, automate model development, and support forecasting and decision making. The platform is also used to operationalize models within business processes and analytic workflows.
Lightcast Skills Taxonomy
Looking for a specific skill? Search our library. Explore 35,000+ skills that we've collected from hundreds of millions of job postings, resumes, and online profiles.
The Lightcast Skills Taxonomy delivers clarity by allowing everyone to speak the same language. Use our APIs to articulate your skills needs, and leave the details to us: our dedicated team of taxonomists and engineers cleans, checks, and updates each entry so that you always have the most accurate and up-to-date picture of the labor market.
Are you a nonprofit pursuing a public good? Lightcast Skills APIs are freely available to you because we believe in using data for good and creating a labor market that works for everyone. Through the shared language of skills, we can enable a world where every worker and every job can find their best fits as efficiently and easily as possible.
Browse Skill Categories
Lightcast Skills Resources

Building AI Takes More Than AI Skills

Expanded Alumni Data for a Changing Higher Education Landscape

Tracking the Agentic AI Explosion in Jobs
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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.