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DATA_ENGR courses

Structured Query Language (SQL)

Learn server-side development with SQL.

  • Intro to SQL
  • Advanced Queries
  • Stored Procedures
  • Indexes
  • Query Optimization
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Apache Spark

Build web applications with Apache Spark.

  • Intro to Apache Spark
  • RDDs and DataFrames
  • Spark SQL
  • Spark Streaming
  • Machine Learning with Spark
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Hadoop

Build web applications with Hadoop.

  • Intro to Hadoop
  • HDFS
  • MapReduce
  • YARN
  • Hadoop Ecosystem
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Data Warehousing

Build web applications with Data Warehousing.

  • Intro to Data Warehousing
  • Data Modeling
  • OLAP vs OLTP
  • Data Integration
  • Business Intelligence
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ETL Processes

Build web applications with ETL Processes.

  • Intro to ETL
  • Data Extraction
  • Data Transformation
  • Data Loading
  • ETL Tools
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