Rosoka NLP v. Spark NLP

Posted on 10/23/2020

What is Natural Language Processing

Natural language processing (NLP) is a type of artificial intelligence used to understand and interpret human language. NLP was developed using computer science and computational linguistics to help fill the gaps between human language and computer understanding.

NLP can effectively carry out various tasks related to language, including sentiment analysis, topic, and language detection. NLP is also used to categorize languages and documents, and is commonly used to extract key phrases.

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The 10 Biggest Issues in Natural Language Processing (NLP)

Posted on 09/29/2020

Natural language processing (NLP) is a technology that is already starting to shape the way we engage with the world. With the help of complex algorithms and intelligent analysis, NLP tools can pave the way for digital assistants, chatbots, voice search, and dozens of applications we’ve scarcely imagined. 

Of course, NLP isn’t on an unlimited upward trajectory just yet. There are still many issues faced by NLP developers—but we’re already starting to find ways to resolve them. 

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What is an Arabic Name?

Posted on 08/18/2020

by Kemp Williams, PhD

An ESL teacher with a student named Abdul might assume that the student’s native language is Arabic. The teacher would almost certainly be wrong. Abdul might be Muslim, but there’s very little chance Arabic is his first language. Abdul is an Arabic name almost never used by Arabs.

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What is Docker?

Posted on 08/06/2020

Docker offers multiple platforms that allow developers to operate an application in a loosely isolated environment, known as a container. A Docker container is isolated from one another. The isolation of containers allows them to bundle their software, configuration files, and libraries. You can run numerous containers simultaneously on a given host. The great thing about containers is that it can communicate with each other via well-defined channels. 

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What is Relationship Extraction?

Posted on 07/17/2020

Relationship extraction is a revolutionary innovation in the field of natural language processing (NLP). It does way more than automatically inserting metadata to the content about a person, place, or organization. Relationship extraction starts with automation to find people, places, organizations, and entities in an unstructured text. Entity extraction or Named Entity extraction takes place via integration of rules defined as entity lists, regular expressions, and statistical modeling power NER algorithms. 

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NLP Software

Posted on 05/26/2020

What is NLP software?

Natural Language Processing (NLP) is one of the most vital fields of Artificial Intelligence. NLP is already commercially relevant. The NLP software market is set to reach the 26.4 billion mark by 2024 with a CAG rate (Compound Annual Growth Rate) of over 20%. Why is NLP so important for businesses? It is because NLP software will give your machines the ability to interact with human languages, detecting value and emotions.
Some remarkable use cases of NLP software include -

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Data Extraction Techniques

Posted on 05/26/2020

How to extract data

News stories of data being ‘amassed’ or ‘mined’ are common. But, where is all the data coming from, and how is it being processed for valuable use? To understand the data industry, analyzing the data extraction process is vital. Useful capital data needs to be in the form of customer identities, consumer behaviors, beliefs, and other customer-related information. People are at the core of data. Companies attempting to go ‘smart’ need to generate and extract reams of valuable data. 

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What is Data Extraction?

Posted on 04/27/2020

How to Extract Data

Data extraction, as the name suggests, is the process of extracting or retrieving of data from multiple sources. Companies that store large amounts of data use data extraction techniques to condense information. The extracted data is then sent for further processing.

The data is stored in a repository. It is processed through various algorithms. Hence, the original data goes through a complete transformation. Some of the steps in this transformative process include:

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Types of Natural language processing techniques

Posted on 04/27/2020

The Importance of NLP

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COVID-19: How Understanding Data Helps Us All

Posted on 04/14/2020

COVID-19 has had a profound impact on all aspects of our global society since its first appearance in Wuhan, China on November 17th, 2019. Governments, public and private organizations, and the average individual across the globe have felt the impact of this virus. Information about COVID-19 has evolved rapidly and newly discovered aspects pertaining to the virus are constant. We here at Rosoka Software understand how difficult these times have become and are working hard to ensure that we are providing the most accurate and in-depth analysis of COVID-19 data as possible.

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