Course Curriculum
| Section 01: Introduction | |||
| Introduction | 00:10:00 | ||
| Section 02: Setup and Installations | |||
| Python Installation | 00:03:00 | ||
| Installing Third Party Libraries | 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: Data Visualization | |||
| Loading the Data Sources from MongoDB | 00:17:00 | ||
| Creating a Map Plot | 00:33:00 | ||
| Creating a Bar Chart | 00:09:00 | ||
| Creating a Magnitude Plot | 00:15:00 | ||
| Creating a Grid Plot | 00:09:00 | ||
| Section 06: Creating the Data Pipeline Scripts | |||
| Installing Visual Studio Code | 00:05:00 | ||
| Creating the PySpark ETL Script | 00:24:00 | ||
| Creating the Machine Learning Script | 00:30:00 | ||
| Creating the Dashboard Server | 00:21:00 | ||
| Order Your Certificate | |||
| Order Your Certificate | 00:00:00 | ||



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