Machine Learning Mastery

General Overview and Setup

General Overview (12:48)

Installing Linux on Windows (6:35)

Downloading Full Code for the Course! (3:30)

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 (1:16)

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)