A Big Data Hadoop and Spark project for absolute beginners Download
Hadoop, Spark, Python, PySpark, Scala, Hive, coding framework, testing, IntelliJ, Maven, PyCharm, Glue, AWS, Streaming
What you’ll study
- Big Data, Hadoop, and Spark from scratch by fixing a real-world use case utilizing Python and Scala
- Spark Scala & PySpark real-world coding framework.
- Actual-world coding finest practices, logging, error dealing with, configuration administration utilizing each Scala and Python.
- Serverless large knowledge resolution utilizing AWS Glue, Athena and S3
- College students ought to have some programming background and some data of SQL queries.
Get began with Big Data rapidly leveraging free cloud cluster and fixing a real-world use case! Study Hadoop, Hive, Spark (each Python and Scala) from scratch!
Study to code Spark Scala & PySpark like a real-world developer. Perceive real-world coding finest practices, logging, error dealing with, configuration administration utilizing each Scala and Python.
A financial institution is launching a brand new bank card and desires to determine prospects it may well goal in its advertising and marketing marketing campaign.
It has obtained prospect knowledge from numerous inside and third occasion sources. The info has numerous points akin to lacking or unknown values in sure fields. The info must be cleansed earlier than any form of evaluation will be finished.
Because the knowledge is in large quantity with billions of information, the financial institution has requested you to make use of Big Data Hadoop and Spark know-how to cleanse, remodel and analyze this knowledge.
What you’ll study :
- Big Data, Hadoop ideas
- Learn how to create a free Hadoop and Spark cluster utilizing Google Dataproc
- Hadoop hands-on – HDFS, Hive
- Python fundamentals
- PySpark RDD – hands-on
- PySpark SQL, DataFrame – hands-on
- Project work utilizing PySpark and Hive
- Scala fundamentals
- Spark Scala DataFrame
- Project work utilizing Spark Scala
- Spark Scala Actual world coding framework and growth utilizing Winutil, Maven and IntelliJ.
- Python Spark Hadoop Hive coding framework and growth utilizing PyCharm
- Constructing a knowledge pipeline utilizing Hive , PostgreSQL, Spark
- Logging , error dealing with and unit testing of PySpark and Spark Scala functions
- Spark Scala Structured Streaming
- Making use of spark transformation on knowledge saved in AWS S3 utilizing Glue and viewing knowledge utilizing Athena
- Some fundamental programming expertise
- Some data of SQL queries
Who this course is for:
- Beginners who wish to study Big Data or skilled individuals who wish to transition to a Big Data position
- Big knowledge beginners who wish to learn to code in the actual world
A Big Data Hadoop and Spark project for absolute beginners Free Download
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