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Python Big Data Internship Program: Real Time Streaming pipeline with Kafka, Flink, Hadoop HDFS, Elasticsearch & Kibana
What you'll learn
Kafka fundamentals: Master the key concepts and functionalities of Apache Kafka for efficient data ingestion and streaming.
Flink for real-time processing: Learn how to leverage Apache Flink for real-time data processing and analytics in streaming pipelines.
Elasticsearch for indexing and search: Explore the capabilities of Elasticsearch for indexing and querying large volumes of streaming data in real time.
Visualization with Kibana: Use Kibana to create interactive visualizations and dashboards that provide insights into your streaming data pipeline.
Integrating Kafka and HDFS: Learn how to integrate Kafka with HDFS using Python to store streaming data efficiently and reliably.
Hands-on implementation: Get hands-on experience by building a Python-based solution that consumes Kafka data streams and stores them in HDFS
PyFlink for real-time processing: Utilize PyFlink for real-time data processing.
Pydoop for HDFS integration: Integrate HDFS with Python using Pydoop.
Kafka-Python for Kafka integration: Connect to Kafka and process streaming data using Kafka-Python.
Requirements
This course is designed to be beginner-friendly
Basic familiarity with Python programming language would be helpful
You will be guided through practical exercises that focus on building an end-to-end streaming pipeline using Python
Basic Knowledge on Kafka, Flink, Hadoop, Elasticsearch and Kibana
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
13.3 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/1. The architecture Design of the hands-on project.mp4
15.5 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/2. Real time Data Source Twitter API from Developer Platform.mp4
7.5 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/3. Extracting Twitter Data Stream from API in python.mp4
50.9 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/4. Create a Tweets Data Kafka Producer.mp4
28.4 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/5. Create a Tweets Data Kafka Consumer.mp4
45.5 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/6. Kafka Consumer Store Data in Hadoop HDFS.mp4
53.2 MB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/7. Complete Python Code resources (Twitter Producer & Consumer + HDFS Consumer).html
96 B
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/Twitter Kafka Handson Project code/demo/hdfs_consumer.py
1.1 KB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/Twitter Kafka Handson Project code/demo/Kafka_tweets_consumer.py
809 B
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/Twitter Kafka Handson Project code/demo/kafka_tweets_producer.py
1.7 KB
~Get Your Files Here !/2. Python Big Data Ingestion Streaming Twitter Data to HDFS with Kafka & Pydoop/Twitter Kafka Handson Project code/demo/secret.txt
97 B
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/1. Real Time Streaming Pipeline Architecture Design.mp4
24.4 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/2. Requirement for this hands on (updated versions ).mp4
11.9 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/3. Apache Flink Introduction pyflink.mp4
14.3 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/4. Configure Flink to consume data from a Kafka topic as a data source pyFlink.mp4
70.7 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/5. Configure Flink to write the processed data to a Elasticsearch sink pyFlink.mp4
90.4 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/6. Real Time Tweets Word Count with pyFlink and Kafka.mp4
138.5 MB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/7. Complete Python Code Streaming pipeline.html
50 B
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/Real Time Streaming pipeline Handson code/Flink Kafka Elasticsearch Pipeline/kafka_flink_elasticsearch_streaming.py
1.9 KB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/Real Time Streaming pipeline Handson code/Kafka Flink Pipeline/kafka_flink_streaming.py
1.4 KB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/Real Time Streaming pipeline Handson code/tweets_kafka_producer.py
2 KB
~Get Your Files Here !/3. Real Time Streaming pipeline Handson Kafka, Flink, ElasticSearch and Kibana/Real Time Streaming pipeline Handson code/word count/pyflink_word_count.py
