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Wednesday, February 26 • 3:25pm - 4:15pm
(HOL) Time series Forecasting on OCI Data Science

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Time series problems are among the most common ones encountered by data scientists and machine learning engineers. In his lab we will use open source libraries to predict car traffic on the I-95 freeway using the OCI Data Science service. We will cover different approaches and open source libraries (fbprophet, keras, statsmodels) to train a time series forecasting model within a notebook session. We will weigh in on the pros and cons of these approaches. We will show you how you can leverage the accelerated data science (ADS) library within the notebook environment to pull the data, perform automated data profiling and custom visualizations, model training and evaluation. Finally we will show you how can save your model to our model catalog and deploy that model using OCI Functions.

Speakers
avatar for Wendy Yip

Wendy Yip

Data Scientist, Oracle
Wendy Yip is a data scientist with Oracle Cloud Infrastructure supporting the Oracle Data Science Cloud based in Culver City, California. Prior to joining Oracle, she worked as a data scientist at several companies ranging from retail, media to enterprise software.  She has a PhD... Read More →
avatar for JR Gauthier

JR Gauthier

Sr Principal Product Data Scientist, Oracle
Jean-René Gauthier, Sr Principal Product Data Scientist and a member of the product team of the Oracle Cloud Infrastructure Data Science service. Previously at DataScience.com, Jean-René designed the datascience.com platform model management features and roadmap. In addition, he managed a team of data experts in developing algorithms and analytics models to solve customers' unique business problems. He is also responsible for educating clients on these algorithms and models, ensuring that they... Read More →
avatar for Daren Race

Daren Race

Director Data Science, Oracle
Manager of a team at Oracle working on a machine learning cloud platform enabling expert data scientist's to work faster and produce better models. 30 years experience in software development.


Wednesday February 26, 2020 3:25pm - 4:15pm PST
Bldg 03-HOL-Rm 2100 .