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You are here:
Home
Courses
Big Data Analytics
Big Data Analytics
What will you learn? :
Power BI Data Visualization
PySpark Programming
Data Analysis
Data Transformation and Manipulation
Big Data Machine Learning
Geo Mapping with Power BI
Geospatial Machine Learning
Creating Dashboards
Course Content :
Introduction
Setup and Installation
Python Installation
installing Apache Spark
Activate the Developer Tab
Installing Java (Optional)
Testing Apache Spark Installation
Installing MongoDB
Installing NoSQL Booster for MongoDB
Data Processing with PySpark and MongoDB
Integrating PySpark with Jupyter Notebook
Data Extraction
Data Transformation
Loading Data into MongoDB
Machine Learning with PySpark and MLib
Data Pre-processing
Building the Predictive Model
Creating the Prediction Dataset
Creating the Data Pipeline Scripts
Installing Visual Studio Code
Creating the PySpark ETL Script
Creating the Machine Learning Script
Power BI Data Visualization
Installing Power BI
Installing MongoDB ODBC Drivers
Creating a System DSN for MongoDB
Loading the Data Sources
Creating a Geo Map
Creating a Bar Chart
Creating a Magnitude Chart
Creating a Table Plot
Creating a Dashboard
Data Processing with PySpark and MongoDB
Integrating PySpark with Jupyter Notebook
Data Extraction
Data Transformation
Microsoft Certified Trainer
Industry Expert Trainer
Practical Hand-on Session
Real World Examples
Microsoft Certification
Post Training Support
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