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Machine Learning Mastery
General Overview and Setup
General Overview (12:48)
Installing Linux on Windows (6:35)
Downloading Full Code for the Course!
Installing Python (3:30)
Installing PyCharm (3:22)
Installation of python packages for the course (2:24)
Installing Docker Desktop (5:11)
Setting up Google Cloud (6:46)
Obtaining credentials for Twitter API (6:02)
Obtain Google Cloud Service Account Key (11:11)
Use Python to write logs to Google Cloud (9:12)
Use Python to control storage in Google Cloud
Data Pipelines 101
Apache Beam Overview (1:16)
Build a pipeline that collects user info together ( Group by Key) (12:02)
Debug a pipeline (2:43)
FlatMap (12:42)
Counting Streaming Data (12:27)
Filtering (2:59)
Debug a pipeline
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