Course content
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
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
Data Pre-processing
00:19:00
Building the Predictive Model
00:12:00
Creating the Prediction Dataset
00:08:00
Installing Visual Studio Code
00:03:00
Creating the PySpark ETL Script
00:22:00
Creating the Machine Learning Script
00:24:00
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 Magnitude Chart
00:07:00
Creating a Table Plot
00:06:00
Creating a Dashboard
00:07:00
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