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Episode[10][WIT]: Data science with Aya El Dorghamy

Episode Summary

Welcome to the second episode from the Women In Tech series & the 10th episode from the podcast. In this episode, we have with us Aya El Dorghamy, A very talented data science engineer. We will discuss more data science through this episode and will go through topics like big data, data warehouse, how to be a data science engineer, her process and experience ... etc. We hope you find this episode fascinating as we did, thank you.

Episode Notes

• Apache Hadoop.
• HDFS.
• Apache Hive.
• Apache Spark.
• Presto.
• Architecture Of Giants: Data Stacks At Facebook, Netflix, Airbnb, And Pinterest.
• Data Wrangling.
• Null++ Docker Episode.
• Julia Language.
• kaggle.
• SED Podcast, Episode: Slack Data Platform with Josh Wills.
• Article Software 2.0.

Aya's Recommendation for learning:

• Towards data science.
• Statistics and Data Science MicroMasters.
• DataCamp.
• Udemy: Python for Data Science and Machine Learning Bootcamp.
• Coursera's Deep Learning Specialization.
• Lex Fridman Artificial Intelligence Podcast & YouTube channel.

Episode Notes:

• Aya: How To lie with statistics book.
• Luay: Great Expectations Data Pipeline Testing Framework.
• Alfy: JAM Stack.