About This Course
Course Curriculum
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Introduction00:10:00
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Python Installation00:03:00
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Installing Apache Spark00:12:00
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Installing Java (Optional)00:05:00
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Testing Apache Spark Installation00:06:00
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Installing MongoDB00:04:00
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Installing NoSQL Booster for MongoDB00:07:00
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Integrating PySpark with Jupyter Notebook00:05:00
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Data Extraction00:19:00
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Data Transformation00:15:00
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Loading Data into MongoDB00:13:00
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Data Pre-processing00:19:00
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Building the Predictive Model00:12:00
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Creating the Prediction Dataset00:08:00
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Installing Visual Studio Code00:03:00
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Creating the PySpark ETL Script00:22:00
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Creating the Machine Learning Script00:24:00
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Installing Tableau00:03:00
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Installing MongoDB ODBC Drivers00:03:00
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Creating a System DSN for MongoDB00:04:00
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Loading the Data Sources00:04:00
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Creating a Geo Map00:11:00
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Creating a Bar Chart00:03:00
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Creating a Magnitude Chart00:07:00
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Creating a Table Plot00:06:00
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Creating a Dashboard00:07:00