Course Access
6 months
Last Updated
October 28, 2024
Students Enrolled
33
Total Curriculum
10
Certification
- Introduction to Apache Spark: Overview of Spark architecture and its components (Spark Core, SQL, Streaming, MLlib, GraphX).
- Data Processing with Spark:Working with RDDs, DataFrames, and Datasets for large-scale data processing.
- Spark SQL and DataFrames:Querying structured data using Spark SQL and DataFrames.
- Real-Time Data Processing:Implementing structured streaming for real-time analytics.
- Optimization Techniques:Performance tuning, managing partitions, and caching strategies in Spark.
- Hands-on Projects: Practical applications in ETL, data analysis, and machine learning with Spark.
Course Curriculum
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- Introduction to Spark 01:00:00
- Quiz-Introduction to Spark 00:05:00
- Spark RDD 00:54:00
- Quiz -Spark RDD 00:05:00
- Introduction Spark SQL Unlimited
- Quiz -Introduction to Spark SQL 00:05:00
- spark ML library 00:51:00
- Quiz -Introduction to ML library 00:05:00
- Structured Streaming and Spark Streaming 00:59:00
- Quiz – Structured and Spark streaming 00:05:00
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