The Ultimate Kafka 3 Real-Time Data Streaming Handson course

سرفصل های دوره

Build End-to-End Real-Time Streaming Pipelines with Kafka, Flink, Elasticsearch & Kibana in Python (Practical Hands on)

1 - Introduction

1 - Introduction

2 - Introduction to Data Ingestion

2 - Introduction problematic of Data Ingestion

3 - what is Data Ingestion

4 - Data Ingestion Tools

3 - Introduction to Apache Kafka

5 - Introduction to Kafka Publish Subscribe Architecture

6 - Advantages of Apache Kafka

4 - Kafka fundamentals

7 - Overview of Kafka components

8 - kafka topic

9 - Kafka Partitions

10 - Kafka Topic Replication

5 - Kafka CLI handson

11 - Kafka CLI Handson Introduction

12 - Start 3 nodes Kafka Cluster

13 - Create Kafka topic with CLI

14 - Delete Kafka Topic with CLI

15 - Kafka Console CLI Producer and Consumer

16 - Apache-Kafka-3-nodes-Cluster.txt

16 - Linux commands used for 3 nodes Kafka Cluster.html

6 - Kafka Handson in python

6 - Quiz.html

17 - Kafka Producer and Consumer Handson in python Introduction

18 - Simple Kafka Producer in Python Part 1 coding

18 - producer.zip

19 - Kafka Producer in Python Part 2 testing

20 - Kafka Consumer in python Part 1 coding

20 - consumer.zip

21 - Kafka Consumer in python Part 2 running

22 - Complete Kafka Producer Consumer python code resources.html

22 - Python-Kafka-Handson-code.zip

7 - Real World Big Data Ingestion Python Project Streaming Twitter Data with Kafka

23 - The architecture Design of the handson project

24 - Real time Data Source Twitter API from Developer Platform

25 - Extracting Twitter Data Stream from API in python

26 - Create a Tweets Data Kafka Producer

27 - Create a Tweets Data Kafka Consumer

28 - Kafka Consumer Store Data in Hadoop HDFS

29 - Complete Python Code resources Twitter Producer Consumer HDFS Consumer.html

29 - Twitter-Kafka-Handson-Project-code.zip

8 - Real Time Streaming pipeline Handson Kafka Flink ElasticSearch and Kibana

30 - Real Time Streaming Architecture Design Kafka Flink Elasticsearch Kibana

31 - Requirement for this project updated versions 3

32 - Apache Flink Introduction Apache Spark VS Flink PyFlink

33 - Configure Flink to consume data from a Kafka topic as a data source

33 - kafka-flink-streaming.zip

34 - Configure Flink to write the processed data to a Elasticsearch sink

35 - Real Time Tweets Word Count with pyFlink and Kafka

36 - Complete Python Code Streaming pipeline.html

36 - Real-Time-Streaming-pipeline-Handson-code.zip

9 - Real World Project ExerciceSolution

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تولید کننده: Udemy-Training