From Big Data Management to Big Data Science 1 What is next? Real - - PowerPoint PPT Presentation

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From Big Data Management to Big Data Science 1 What is next? Real - - PowerPoint PPT Presentation

Aug 04, 2023 46 likes •176 views

From Big Data Management to Big Data Science 1 What is next? Real big data is widely available Only a few people know how to deal with it Youre now one of them Applications The project is a start Keep your hands dirty Consider using the

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From Big Data Management to Big Data Science

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What is next?

Real big data is widely available Only a few people know how to deal with it You’re now one of them Applications

The project is a start Keep your hands dirty Consider using the public cloud (e.g., AWS, Google Cloud, or Microsoft Azure)

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Job Market

https://www.techicy.com/5-best-programming-languages-to-watch-out-in-2019-for-data-science.html

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Data Science

Credits: Drew Conway

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Data Science

https://mashimo.wordpress.com/2016/05/28/big-data-data-science-and-machine-learning-explained/

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Data Scientist

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Next Steps

CS

Big data tools Python/R/Scala

Math/Stats

Linear algebra Correlation analysis Hypothesis tests

Collaboration with domain experts

Visualization Prototyping

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CS

https://www.slideshare.net/galvanizeHQ/how-to-become-a-data-scientist-by-ryan-orban-vp-of-operations-and-expansion-galvanize

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CS/Big Data

https://www.slideshare.net/galvanizeHQ/how-to-become-a-data-scientist-by-ryan-orban-vp-of-operations-and-expansion-galvanize

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Math/Stats

https://www.slideshare.net/galvanizeHQ/how-to-become-a-data-scientist-by-ryan-orban-vp-of-operations-and-expansion-galvanize

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Online Courses

https://www.slideshare.net/galvanizeHQ/how-to-become-a-data-scientist-by-ryan-orban-vp-of-operations-and-expansion-galvanize

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Data Analytics

https://www.slideshare.net/galvanizeHQ/how-to-become-a-data-scientist-by-ryan-orban-vp-of-operations-and-expansion-galvanize

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Big Data Landscape

Distributed Storage HDFS KV stores LSM trees Column stores Query Processing Map Reduce RDD Hyracks High level APIs Pig Latin Spark SQL HBase Big data packages Algebricks MLlib GraphX SparkR

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