Udemy - A Big Data Hadoop and Spark project for absolute beginne
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- Other > Other
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- 273
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- 3.66 GiB (3932179756 Bytes)
- Uploaded:
- 2020-12-30 08:53:18 GMT
- By:
- tuts756
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- Info Hash: E54E4CD369563B62CD3D61813146CD18318347D1
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Description
Get started with Big Data quickly leveraging free cloud cluster and solving a real world use case! Learn Hadoop, Hive , Spark (both Python and Scala) from scratch!
Learn to code Spark Scala & PySpark like a real world developer. Understand real world coding best practices, logging, error handling , configuration management using both Scala and Python.
Project
A bank is launching a new credit card and wants to identify prospects it can target in its marketing campaign.
It has received prospect data from various internal and 3rd party sources. The data has various issues such as missing or unknown values in certain fields. The data needs to be cleansed before any kind of analysis can be done.
Since the data is in huge volume with billions of records, the bank has asked you to use Big Data Hadoop and Spark technology to cleanse, transform and analyze this data.
What you will learn :
Big Data, Hadoop concepts
How to create a free Hadoop and Spark cluster using Google Dataproc
Hadoop hands-on – HDFS, Hive
Python basics
PySpark RDD – hands-on
PySpark SQL, DataFrame – hands-on
Project work using PySpark and Hive
Scala basics
Spark Scala DataFrame
Project work using Spark Scala
Spark Scala Real world coding framework and development using Winutil, Maven and IntelliJ.
Python Spark Hadoop Hive coding framework and development using PyCharm
Building a data pipeline using Hive , PostgreSQL, Spark
Logging , error handling and unit testing of PySpark and Spark Scala applications
Spark Scala Structured Streaming
Applying spark transformation on data stored in AWS S3 using Glue and viewing data using Athena
Prerequisites :
Some basic programming skills
Some knowledge of SQL queries
Who this course is for:
Beginners who want to learn Big Data or experienced people who want to transition to a Big Data role
Big data beginners who want to learn how to code in the real world
Requirements
Students should have some programming background and some knowledge of SQL queries.
Last Updated 12/2020
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/8. Advanced Hive/1. Fast queries with Hive Partitioning.mp4 | 116.67 MiB |
| TutsNode.com.txt | 63 B |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/10. Spark Scala real world coding framework and best practices/14.1 FutureXSparkScalaProject_organize.zip | 108.74 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/10. Spark Scala real world coding framework and best practices/8.2 winutils.zip | 36.12 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/14. Spark Scala - Structured Streaming/6.1 FuturexMiscSparkScala_Filter.zip | 33.72 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/13. Running Spark and Hive on a Cloudera QuickStart VM on GCP/4.2 FutureXSparkScalaProject-spark-submit.zip | 26.51 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/14. Spark Scala - Structured Streaming/2.2 FuturexMiscSparkScala.zip | 18.72 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/3. Hadoop - Hands-On/2.1 retailstore.csv | 306 B |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/3. Hadoop - Hands-On/2.2 hive-hdfs-commands.txt | 1.51 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/14. Spark Scala - Structured Streaming/4.2 FuturexMiscSparkScala (1).zip | 18.72 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/4. Spark concepts and hands-on/5.2 PySpark_DataFrame.zip | 17.67 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/9. Advanced Spark/2.2 PySpark_udf_and_join.zip | 15.99 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/4. Spark concepts and hands-on/2.2 spark_installation_on_colab.py | 1.33 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/9. Advanced Spark/3.1 PySpark_udf_and_join.zip | 15.99 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/4. Spark concepts and hands-on/4.1 pyspark_rdd.zip | 15.72 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/12. Spark Scala Unit Testing using ScalaTest/1.1 FutureXScalaUnitTesting.zip | 15.62 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/10. Spark Scala real world coding framework and best practices/12.1 FutureXSparkScalaProject_Postgres.zip | 12.28 KiB |
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| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/10. Spark Scala real world coding framework and best practices/6.1 ScalaBasics.zip | 12.22 KiB |
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| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/4. Spark concepts and hands-on/3.1 python_basics.py | 4.39 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/9. Advanced Spark/2.1 pyspark_udf_and_join.py | 3.67 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/7. Bank prospects data transformation using AWS S3, Glue and Athena/2.1 Creating a Data Lake using S3, Glue, Athena.zip | 1.4 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/9. Advanced Spark/3.2 pyspark_udf_and_join.py | 3.67 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/13. Running Spark and Hive on a Cloudera QuickStart VM on GCP/2.1 cloudera-gcp.txt | 3.42 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/16. PySpark Logging and Error Handling/3.1 DataPipeline_Logger2.zip | 2.75 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/16. PySpark Logging and Error Handling/2.1 DataPipeline_logging_1.zip | 2.61 KiB |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/7. Bank prospects data transformation using AWS S3, Glue and Athena/6.1 Triggering AWS Glue job with a serverless Lambda function.zip | 526 B |
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| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/8. Advanced Hive/1.1 hive-partition.txt | 2.29 KiB |
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| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/19. Unit testing PySpark application and spark-submit/3.1 test_transformer.zip | 826 B |
| [TutsNode.com] - A Big Data Hadoop and Spark project for absolute beginners/14. Spark Scala - Structured Streaming/5.1 StructuredStreamingWindowAggregation.zip | 823 B |
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