Tags: data science

Julia vs. Python: Julia Language Rises for Data Science

Python has turned into a data science and machine learning mainstay, while Julia was built from the ground up to do the job. Of the many use cases Python covers, data analytics has become perhaps the biggest and most significant. The Python ecosystem is loaded with libraries, tools, and...
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Docker for Data Science

Docker is a tool that simplifies the installation process for software engineers. Coming from a statistics background I used to care very little about how to install software and would occasionally spend a few days trying to resolve system configuration issues. Enter the god-send Docker almighty....
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Improving Security Through Data Analysis and Visualizations

We’ve all heard the saying that a picture is worth a thousand words. When done properly, visualizing data enables people to see relationships and patterns in their data that they might never see, or alternately would take them a very long time to uncover. Visualizing data also enables humans to...
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Let Us Know How You Are Using R and Data Science Tools Today

The R Consortium exists to promote the R language, environment, and community. The R community has seen significant growth -- with more than 2 million users worldwide -- and a broad range of organizations have adopted the R language as a data science platform. Now, to help us understand the...
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The Difference Between Data Science and Data Analytics

Data science and data analytics: people working in the tech field or other related industries probably hear these terms all the time, often interchangeably. However, although they may sound similar, the terms are often quite different and have differing implications for business. Knowing how to use...
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AI Toolkits: A Primer

If you’re not an AI specialist, but trying to understand the area, it helps to know the major tools that data scientists use to create AI systems. I thought I would survey the common toolkits, highlight which are the most popular, and explain which ecosystems they connect to. Machine learning...
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IBM Brings Anaconda Open Data Science Platform to its Cognitive Systems

IBM is working with Continuum Analytics to offer the latter’s Anaconda open data science platform as part of IBM’s Cognitive Systems. Anaconda will also integrate with IBM’s PowerAI software for machine learning and deep learning. IBM Cognitive Systems are based on the company’s own Power8...
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ODPi Simplifies Apache Hadoop Application Development and Portability

odpi-whitepaper-render-odpi-768x987.png The Linux Foundation Get the latest white paper from Enterprise Strategy Group analyst Nik Rouda full of Hadoop and Big Data industry research. ESG’s new ODPi Community Showcase answers top-of-mind questions for app developers, data...
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5 Eclipse Tools for Processing and Visualizing Data

Gone are the days of scientists processing data by hand. Scientific tools are rapidly scaling to meet the increasing demands of their users, both in terms of complexity and sheer volumes of data. scienceworkbench_lead.png Creative Commons Zero In various domains, highly...
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