Data Engineering for Beginners: Learn SQL, Python & Spark By Durga Viswanatha Raju Gadiraju, Phani Bhushan Bozzam, Vinay Gadiraju
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About Durga Viswanatha Raju Gadiraju, Phani Bhushan Bozzam, Vinay Gadiraju
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Data Engineering for Beginners: Learn SQL, Python & Spark · Program
About this program
Data Engineering for Beginners: Learn SQL, Python & Spark
Online Course
Learning format
Python
Subcategory
English
Course language
$59.99
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in Data Engineering for Beginners: Learn SQL, Python & Spark
- Setup Environment to learn SQL and Python essentials for Data Engineering
- Database Essentials for Data Engineering using Postgres such as creating tables, indexes, running SQL Queries, using important pre-defined functions, etc.
- Data Engineering Programming Essentials using Python such as basic programming constructs, collections, Pandas, Database Programming, etc.
- Data Engineering using Spark Dataframe APIs (PySpark) using Databricks. Learn all important Spark Data Frame APIs such as select, filter, groupBy, orderBy, etc.
- Data Engineering using Spark SQL (PySpark and Spark SQL). Learn how to write high quality Spark SQL queries using SELECT, WHERE, GROUP BY, ORDER BY, ETC.
- Relevance of Spark Metastore and integration of Dataframes and Spark SQL
- Ability to build Data Engineering Pipelines using Spark leveraging Python as Programming Language
- Use of different file formats such as Parquet, JSON, CSV etc in building Data Engineering Pipelines
- Setup Hadoop and Spark Cluster on GCP using Dataproc
- Understanding Complete Spark Application Development Life Cycle to build Spark Applications using Pyspark. Review the applications using Spark UI.
What's Included in Data Engineering for Beginners: Learn SQL, Python & Spark
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