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Title:PySpark For AWS Glue Tutorial [FULL COURSE in 100min]
Duration:01:36:49
Viewed:77,148
Published:28-07-2022
Source:Youtube

In this video I cover how to use PySpark with AWS Glue. Using the resources I have uploaded to GitHub we carryout a full tutorial on how to manipulate data and carry out ETL tasks within the AWS Glue Ecosystem. Don't worry if you are new to PySpark, AWS, or Glue I guide you through everything step by step. LINK TO GITHUB TUTORIAL RESOURCES: 💾 Code Repo: https://github.com/johnny-chivers/pyspark-glue-tutorial 📈 Slides: https://github.com/johnny-chivers/pyspark-glue-tutorial/blob/main/Slides%20-%20PySpark%20For%20AWS%20Glue.pdf SUPPORT THE CHANNEL: ☕ Buy Me A Coffee: https://www.buymeacoffee.com/johnnychivers đŸ–Ĩī¸ My VPN: https://go.nordvpn.net/aff_c?offer_id=612&aff_id=74288&url_id=14830 00:00 - Intro 00:46 - Set Up 08:41 - Run Our First PySpark Code - Read Up Data Using A DynamicFrame 10:13 - Spark And PySpark Theory 19:53 - DynamicFrame PrintSchema 22:29 - DynamicFrame Count 23:30 - DynamicFrame Select 27:49 - DynamicFrame Drop Fields 31:02 - DynamicFrame Change Field Name 37:31 - DynamicFrame Filtering 41:39 - DynamicFrame Joining 47:29 - DynamicFrame Write To S3 54:12 - DynamicFrame Write To Glue Data Catalog 58:55 - Spark DataFrame Theory 01:00:25 - Convert To A Spark DataFrame 01:02:49 - Spark DataFrame Select Columns 01:04:31 - Spark DataFrame Add Columns 01:11:06 - Spark DataFrame Drop Columns 01:14:11 - Spark DataFrame Group By And Aggregate 01:15:58 - Spark DataFrame Filter And Where Clause 01:18:58 - Spark DataFrame Joins 01:24:21 - Spark DataFrame Write 01:36:20 - Outro 01:36:32 - Channel Supporters Shout Out OTHER USEFUL LINKS: 📹 Glue Tutorial: https://youtu.be/dQnRP6X8QAU ℹī¸ My Website: https://johnnychivers.co.uk 🔗 Linkedin: https://www.linkedin.com/in/johnny-chivers/ 😎 About me I have spent the last decade being immersed in the world of big data working as a consultant for some the globe's biggest companies.My journey into the world of data was not the most conventional. I started my career working as performance analyst in professional sport at the top level's of both rugby and football. I then transitioned into a career in data and computing. This journey culminated in the study of a Masters degree in Software Enjoy 🤘



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