Course Curriculum
Section 01: Introduction | |||
Introduction | 00:10:00 | ||
Section 02: Setup And Installations | |||
Python Installation | 00:03:00 | ||
Installing Apache Spark | 00:12:00 | ||
Installing Java (Optional) | 00:05:00 | ||
Testing Apache Spark Installation | 00:06:00 | ||
Installing MongoDB | 00:04:00 | ||
Installing NoSQL Booster for MongoDB | 00:07:00 | ||
Section 03: Data Processing With PySpark And MongoDB | |||
Integrating PySpark with Jupyter Notebook | 00:05:00 | ||
Data Extraction | 00:19:00 | ||
Data Transformation | 00:15:00 | ||
Loading Data into MongoDB | 00:13:00 | ||
Section 04: Machine Learning With PySpark And MLlib | |||
Data Pre-processing | 00:19:00 | ||
Building the Predictive Model | 00:12:00 | ||
Creating the Prediction Dataset | 00:08:00 | ||
Section 05: Creating The Data Pipeline Scripts | |||
Installing Visual Studio Code | 00:03:00 | ||
Creating the PySpark ETL Script | 00:22:00 | ||
Creating the Machine Learning Script | 00:24:00 | ||
Section 06: Tableau Data Visualization | |||
Installing Tableau | 00:03:00 | ||
Installing MongoDB ODBC Drivers | 00:03:00 | ||
Creating a System DSN for MongoDB | 00:04:00 | ||
Loading the Data Sources | 00:04:00 | ||
Creating a Geo Map | 00:11:00 | ||
Creating a Bar Chart | 00:03:00 | ||
Creating a Table Plot | 00:06:00 | ||
Creating a Dashboard | 00:07:00 | ||
Order Your Certificate | |||
Order Your Certificate | 00:00:00 |