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Data Engineering for Beginner using Google Cloud & Python
https://TutGator.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 76 lectures (7h 40m) | Size: 2 GB
Basic data engineering : python, pandas, google cloud platform (GCP) bigquery, spark on dataproc, gcs, data warehouse
What you'll learn:
Basic data engineering, what is data engineering, why needed, how to do it from zero
Relational database model, database modelling for normalization design & hands-on using postgresql & python / pandas
NoSQL database model, denormalization design & hands-on using elasticsearch & python / pandas
Introduction to spark & spark cluster using google cloud platform
Requirements
Understanding basic sql statements (select, insert, update, delete is sufficient)
Understanding basic python / pandas
The course uses google cloud platform. If you wants to do hands-on, you need to provide credit card detail for payment on google cloud. If you don't, you can still watch the course video
Description
"Data is the new oil".
You might have heard the quote before. Data in digital era is as valuable as oil in industrial era. However, just like oil, raw data itself is not usable. Rather, the value is created when it is gathered completely and accurately, connected to other relevant data, and done so in a timely manner. |
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