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TORRENT DETAILS
Udemy - Building A Realtime Streaming System For A Smart City
TORRENT SUMMARY
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Master Real-Time Data Engineering: Build a Smart City End to End Streaming Pipeline with Kafka, Spark, AWS & Docker
What you'll learn:
Participants will gain a thorough understanding of data engineering concepts, including data ingestion, processing, storage, and visualization.
Through practical nstrations and coding exercises, participants will gain hands-on experience with a variety of industry-standard tools and technologies
By following along with the project setup, coding, and deployment process, participants will acquire the skills needed to build and deploy real-world solutions
Participants will encounter challenges and learn how to troubleshoot common issues that arise during the development and deployment of a data streaming pipeline
Participants will be well-equipped to pursue career opportunities in data engineering, IoT, cloud computing, and related fields.
Requirements:
Basic Python programming experience
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Project Background and Use case.mp4
25.5 MB
~Get Your Files Here !/1. Introduction/2. Setting up Docker on your Computer.mp4
32.1 MB
~Get Your Files Here !/2. System Architecture/1. System architecture.mp4
83.1 MB
~Get Your Files Here !/2. System Architecture/2. Creating the Project.mp4
39.9 MB
~Get Your Files Here !/2. System Architecture/3. Setting up zookeeper and apache Kafka on docker.mp4
114.5 MB
~Get Your Files Here !/2. System Architecture/4. Setting up Apache Spark master worker architecture.mp4
97.3 MB
~Get Your Files Here !/3. IOT Data Producer/1. Writing the base code for IOT data production.mp4
135.2 MB
~Get Your Files Here !/3. IOT Data Producer/2. Generating vehicle location.mp4
144.6 MB
~Get Your Files Here !/3. IOT Data Producer/3. Generating GPS data.mp4
38.3 MB
~Get Your Files Here !/3. IOT Data Producer/4. Generating Camera Information.mp4
42.6 MB
~Get Your Files Here !/3. IOT Data Producer/5. Generating Weather data.mp4
76.3 MB
~Get Your Files Here !/3. IOT Data Producer/6. Generating emergency incidence data.mp4
55.3 MB
~Get Your Files Here !/3. IOT Data Producer/7. Producing IOT data to apache kafka.mp4
158.2 MB
~Get Your Files Here !/3. IOT Data Producer/8. Setting up and AWS secret key and access key.mp4
64.5 MB
~Get Your Files Here !/4. Realtime Streaming Consumer/1. Setting up apache spark consumer from kafka.mp4
135.3 MB
~Get Your Files Here !/4. Realtime Streaming Consumer/2. Creating schema for the spark streams.mp4
111.7 MB
~Get Your Files Here !/4. Realtime Streaming Consumer/3. Connecting schema to spark streams.mp4
99.7 MB
~Get Your Files Here !/4. Realtime Streaming Consumer/4. Streaming data to s3 lakehouse.mp4
247.6 MB
~Get Your Files Here !/5. Data Transformation on AWS/1. Creating AWS Glue crawlers for s3.mp4
146.7 MB
~Get Your Files Here !/5. Data Transformation on AWS/2. Querying data with AWS Athena.mp4
45.4 MB
~Get Your Files Here !/5. Data Transformation on AWS/3. Creating Redshift cluster.mp4
65.5 MB
~Get Your Files Here !/5. Data Transformation on AWS/4. Loading and querying Redshift.mp4
