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Data Scientists across the spectrum often face the dilemma of having their organization's or client's data scattered across various databases and tables. In order to perform any sort of analysis and later put models in production requires connecting those scattered pieces of databases into a useful format.
One solution is to simply build another database and dump all the necessary data into a single location before running your analysis and machine learning models, however, the problem with this approach is that the columns, process or privacy laws keep changing and maintaining such a database becomes complicated and tedious. This is where Alembic offers a solution.
This talk by Dr. Sanhita Joshi will cover real-life examples of how you can maintain a schema by using Alembic and "distill a real solid gold" mine of data. She will walk you through the steps by using fake data so you can better manage data in various systems.
Speaker:
Dr. Sanhita Joshi has a Ph.D. in Astrophysics from the University of Manchester and did her postdoc at the National Centre for Radio Astrophysics (NCRA). She ended up completing Galvanize's Data Science program and now works as a Data Scientist at REX, a company with a one-stop solution for selling and buying homes and makes everyone's lives easier. To learn more about Rex, click here.
Want to learn more about our data science bootcamp? Click HERE.
About our Sponsor
Galvanize is the premiere dynamic learning community for technology. With campuses located in booming technology sectors throughout the country, Galvanize provides a community for each the following:
Education - part-time and full-time training in web development, data science, and data engineering
Workspace - whether you’re a freelancer, startup, or established business, we provide beautiful spaces with a community dedicated to supporting your company’s growth
Networking - events in the tech industry happen constantly in our campuses, ranging from popular Meetups to multi-day international conferences
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