Spark Project on Cloudera Hadoop(CDH) and GCP for Beginners

سرفصل های دوره

Building Data Processing Pipeline Using Apache NiFi, Apache Kafka, Apache Spark, Cassandra, MongoDB, Hive and Zeppelin

1 - Introduction

1 - Course Introduction

2 - Big Data and Apache Hadoop Concepts

2 - Introduction to Big Data

3 - Introduction to Apache Hadoop

4 - Understanding Hadoop Distributed File System HDFS and MapReduce

3 - Apache Spark Concepts

5 - Introduction to Apache Spark

6 - Spark Architecture

4 - Environment Setup

7 - Workaround for setting up Cloudera CDH on GCP.html

8 - Environment Setup Overview

9 - Create Free Trial Account in Google Cloud PlatformGCP

10 - Create VM instance using Compute Engine in GCP

11 - Setting Up Single Node Cloudera Hadoop CDH 63 Cluster in GCP

11 - Setting-Up-Single-Node-Cloudera-Hadoop-CDH-6.3-Cluster-in-GCP-v1.0.txt

12 - Install Apache NiFi on Single Node CDH 63 Cluster

13 - Install Apache Kafka on Single Node CDH 63 Cluster

13 - Install-Kafka.txt

14 - Install Apache Cassandra on Single Node CDH 63 Cluster

14 - Install-Apache-Cassandra-on-CDH-6.3-Cluster-in-GCP.txt

15 - Install MongoDB on Single Node CDH 63 Cluster

15 - Install-MongoDB-on-CDH-6.3-in-GCP.txt

16 - Install and Configure PyCharm Community Edition for PySpark Application

16 - datamaking-pyspark-demo.zip

16 - sample-data.zip

17 - Install Configure IntelliJ Community Edition for Spark with Scala Application

17 - apachespark101.zip

5 - Apache Spark Practical using Spark with Scala and PySpark

18 - Resilient Distributed Datasets RDD Transformation Operations

18 - data.zip

18 - datamaking-pyspark-demo.zip

18 - datamaking-spark-demo.zip

19 - Resilient Distributed Datasets RDD Action Operations

19 - data.zip

19 - datamaking-pyspark-demo.zip

19 - datamaking-spark-demo.zip

20 - Spark DataFrame Operations

20 - data.zip

20 - datamaking-pyspark-demo.zip

20 - datamaking-spark-demo.zip

21 - Spark SQL Concepts with HandsOn

21 - data.zip

21 - datamaking-pyspark-demo.zip

21 - datamaking-spark-demo.zip

6 - Fundamentals of Apache NiFi

22 - Introduction to Apache NiFi

23 - Apache NiFi Core Terminologies

24 - Apache NiFi Concepts with HandsOn Part 1

25 - Apache NiFi Concepts with HandsOn Part 2

7 - Fundamentals of Apache Kafka

26 - Introduction to Apache Kafka

27 - Key Concepts in Apache Kafka

28 - Apache Kafka Architecture

29 - Kafka Producer with HandsOn

29 - Python-Kafka-Producer.txt

29 - datamaking-kafka-demo.zip

30 - Kafka Consumer with HandsOn

30 - Python-Kafka-Consumer.txt

30 - datamaking-kafka-demo.zip

8 - Fundamentals of Apache Hive

31 - Introduction to Apache Hive

32 - Hive Table Concepts with HandsOn.html

32 - customers.txt

32 - orders.txt

33 - Hive Joins Concepts with HandsOn.html

34 - Partitioning and Bucketing Concepts in Hive with HandsOn.html

9 - Spark Project Development using Spark with Scala and PySpark on CDH 63 Cluster

35 - Project ArchitectureBuilding Data Processing Pipeline

36 - Generate Retail Data using Apache NiFi Data PipelineeCommerce Data Simulator

36 - api-apache-nifi-retail-simulator-kafka.zip

36 - jolt-json-spec.txt

37 - Spark Structured Streaming and Apache Kafka Integration

37 - pyspark.zip

37 - spark-scala.zip

38 - Building Data Processing Pipeline with Spark Structured Streaming and Cassandra

38 - cassandra-table.txt

38 - pyspark.zip

38 - spark-scala.zip

39 - Building Data Processing Pipeline with Spark Structured Streaming and MongoDB

39 - mongodb-collections.txt

39 - pyspark.zip

39 - spark-with-scala.zip

40 - Building Data Visualization using Python

40 - datamaking-real-time-dashboard.zip

40 - install-dash-on-centos.txt

41 - Project Demo

41 - spark-submit-command.txt

42 - How to Install Apache Zeppelin in CDH 63 Cluster

42 - Install-Apache-Zeppelin.txt

43 - Data Analysis using Spark SQL in Apache Zeppelin

43 - spark-sql.txt

10 - Bonus Tutorial

44 - Introduction to Docker

45 - Install Docker on Ubuntu Operating System

46 - Install Docker on Windows Operating System

47 - Docker Practical Tutorial

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تولید کننده: Udemy