Section 01: Introduction | |||
Introduction | 00:12:00 | ||
Section 02: Setup and Installations | |||
R Installation | 00:05:00 | ||
Installing Apache Spark | 00:12:00 | ||
Installing Java (Optional) | 00:05:00 | ||
Testing Apache Spark Installation | 00:03:00 | ||
Installing Sparklyr | 00:07:00 | ||
Section 03: Building the Big Data ETL Pipeline with Sparklyr | |||
Data Extraction | 00:06:00 | ||
Data Transformation | 00:18:00 | ||
Data Exporting | 00:08:00 | ||
Section 04: Big Data Machine Learning with Sparklyr | |||
Data Pre-processing | 00:18:00 | ||
Building the Predictive Model | 00:10:00 | ||
Creating the Prediction Dataset | 00:10:00 | ||
Section 05: Data Visualization with Tableau | |||
Installing Tableau | 00:02:00 | ||
Loading the Data Sources | 00:05:00 | ||
Creating a Geo Map | 00:12:00 | ||
Creating a Bar Chart | 00:08:00 | ||
Creating a Donut Chart | 00:15:00 | ||
Creating the Magnitude Chart | 00:09:00 | ||
Creating the Dashboard | 00:15:00 | ||
Project Source Code | |||
Source Code | 00:00:00 | ||
Order Your Certificate | |||
Order Your Certificate Now | 00:00:00 |
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