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Rosaria Silipo
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  • Konstanz
  • Germany
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Latest Activity

Prabhakaran Sampath liked Rosaria Silipo's blog post Training for Context: The Importance of Word2Vec
yesterday
Rosaria Silipo's 2 blog posts were featured
Thursday
Rosaria Silipo posted a blog post

Training for Context: The Importance of Word2Vec

We’ve all experienced the great data rush as companies push to use analytics to drive business decisions. After all, the proliferation of data and its intelligent analysis can change entire company trajectories. But to make the quintillions of data created each day truly useful, as well as all that has come before, it must be understandable to an artificial intelligence (AI) system. Dealing with numbers is one thing, but human language is something else entirely. Making texts, comments, forum…See More
Thursday
Rosaria Silipo liked Rosaria Silipo's blog post Text Encoding: A Review
Feb 15
Rosaria Silipo posted a blog post

Text Encoding: A Review

The key to perform any text mining operation, such as topic detection or sentiment analysis, is to transform words into numbers, sequences of words into sequences of numbers. Once we have numbers, we are back in the well-known game of data analytics, where machine learning algorithms can help us with classifying and clustering.We will focus here exactly on that part of the analysis that transforms words into numbers and texts into number vectors: text encoding.For text encoding, there are a few…See More
Feb 12

Profile Information

Short Bio
Rosaria Silipo, Ph.D., principal data scientist at KNIME, is the author of 50+ technical publications, including her most recent book "Practicing Data Science: A Collection of Case Studies". She holds a doctorate degree in bio-engineering and has spent more than 25 years working on data science projects for companies in a broad range of fields, including IoT, customer intelligence, the financial industry, and cybersecurity. Follow Rosaria on Twitter, LinkedIn and the KNIME blog. For more information on KNIME, please visit www.knime.com.
My Web Site Or LinkedIn Profile
http://www.knime.com
Field of Expertise
Data Science, Machine Learning, AI, Business Analytics, Deep Learning, BI, IoT
Professional Status
Technical
Years of Experience:
25
Your Company:
KNIME
Industry:
Software Development
Your Job Title:
Principal Data Scientist
How did you find out about DataScienceCentral?
I have been following DSC for ages
Interests:
Contributing, Networking

Rosaria Silipo's Blog

Training for Context: The Importance of Word2Vec

Posted on March 18, 2019 at 7:41am 0 Comments

We’ve all experienced the great data rush as companies push to use analytics to drive business decisions. After all, the proliferation of data and its intelligent analysis can change entire company trajectories. But to make the quintillions of data created each day truly useful, as well as all that has come before, it must be understandable to an artificial intelligence (AI) system.

 

Dealing with numbers is one thing, but human language is…

Continue

Text Encoding: A Review

Posted on February 11, 2019 at 3:09pm 0 Comments

The key to perform any text mining operation, such as topic detection or sentiment analysis, is to transform words into numbers, sequences of words into sequences of numbers. Once we have numbers, we are back in the well-known game of data analytics, where machine learning algorithms can help us with classifying and clustering.

We will focus here exactly on that part of the analysis that transforms words…

Continue

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