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Spring Cloud Data Flow - Cloud Native Data Stream Processing
TORRENT SUMMARY
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Understand the technical architecture along with installation and configuration of Spring Cloud Data Flow Applications.
Create basic to advanced Streaming applications like time logger to TensorFlow Image Detection Stream Flow.
You will learn the following as part of this course.
Architecture of Spring Cloud Data Flow
Components of Spring Cloud Data Flow like Skipper Server, Spring Cloud Data Flow Server, Data Flow Shell
Using Data Flow Shell and Domain Specific Language (DSL)
Configuring and usage of message brokers like RabbitMQ, Kafka
Installation and configuration of Spring Cloud Data Flow Ecosystem in Amazon Web Service (AWS) EC2 Instances
Configuring Grafana Dashboard for Stream visualization
Configuration of Source, Sink and Processor
Creating custom Source, Sink and Processor application
Coding using Spring Tool Suite (STS) for custom code development
Working with Spring Data Flow WebUI and analyzing logs on runtimes
This course is designed to cover all aspects of Spring Cloud Data Flow from basic installation to configuration in Docker as well as creating all type of Streaming applications like ETL, import/export, Predictive Analytics, Streaming Event processing etc.,
Few working examples/usecases are covered to have better understanding like
Data extracting and interaction with JDBC database
Extracting Twitter Data (Tweets) from Twitter
Sentiment analysis, Language Analysis and HashTag Analysis on Tweets from Twitter
Object Detection/Prediction using TensorFlow processor
Pose Prediction using TensorFlow Processor
Who this course is for:
Those who wants to create microservice based Streaming and Batch data processing
Those who wants to create Cloud Native ETL Applications
Requirements
Basics on Spring Framework, Spring Boot and Microservices
Last Updated 7/2019
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TutsNode.com.txt
63 B
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/1. Spring Cloud Data Flow Introduction.mp4
23.7 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/1. Spring Cloud Data Flow Introduction.srt
2.5 KB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/2. Spring Cloud Data Flow Architecture Overview.mp4
12.7 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/2. Spring Cloud Data Flow Architecture Overview.srt
3.9 KB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/3. Installation of Spring Cloud Data Flow Ecosystem.mp4
45.4 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/3. Installation of Spring Cloud Data Flow Ecosystem.srt
9.6 KB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/1. Introduction to Web UI and First Demo.mp4
47.8 MB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/1. Introduction to Web UI and First Demo.srt
10 KB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/2. Overview of Task with Demo.mp4
38.5 MB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/2. Overview of Task with Demo.srt
8.2 KB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1. EC2 instance setup with Docker in AWS.mp4
55.9 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1. EC2 instance setup with Docker in AWS.srt
10.5 KB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1.1 EC2_instance_setup_Docker.txt
531 B
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2. Spring Cloud Data Flow setup in EC2 Instance.mp4
74.7 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2. Spring Cloud Data Flow setup in EC2 Instance.srt
12.1 KB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2.1 EC2_Instance_Spring_Cloud_Dataflow_Setup.txt
406 B
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/3. Working with Docker Container.mp4
51.9 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/3. Working with Docker Container.srt
9.3 KB
[TutsNode.com] - Spring Cloud Data Flow/4. Sample Stream and ETL/1. JDBC Streaming Demo.mp4
70.1 MB
[TutsNode.com] - Spring Cloud Data Flow/4. Sample Stream and ETL/1. JDBC Streaming Demo.srt
13.6 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1. Harvesting Tweets from Twitter.mp4
44.4 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1. Harvesting Tweets from Twitter.srt
9.1 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1.1 Twitter_Harvest_To_LogFile.txt
609 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2. Analyzing Twitter Language - Grafana Dashboard Visualization.mp4
50.4 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2. Analyzing Twitter Language - Grafana Dashboard Visualization.srt
10.8 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2.1 Twitter_Analysis_Language.txt
572 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3. Analyzing Twitter HashTag - Grafana Visualization.mp4
27.6 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3. Analyzing Twitter HashTag - Grafana Visualization.srt
6.1 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3.1 grafana-twitter-scdf-analytics.json
4.9 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3.2 Twitter_Analysis_HashTag.txt
507 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4. Twitter Sentiment Analysis.mp4
55.3 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4. Twitter Sentiment Analysis.srt
10.5 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4.1 grafana-twitter-scdf-analytics.json
4.9 KB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4.2 Twitter_Sentiment_Analysis.txt
946 B
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1. Streaming Object Detection - TensorFlow.mp4
84.9 MB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1. Streaming Object Detection - TensorFlow.srt
14.7 KB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1.1 TensorFlow_Object_Detection.txt
1.1 KB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2. Streaming Pose Estimation - TensorFlow.mp4
17.9 MB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2. Streaming Pose Estimation - TensorFlow.srt
4.9 KB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2.1 Tensorflow_pose_estimation.txt
334 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1. Creating and Deploying Custom Tasks.mp4
99.6 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1. Creating and Deploying Custom Tasks.srt
17.1 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1.1 custom_task.txt
55 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2. Custom Processor Architecture and Coding.mp4
88.2 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2. Custom Processor Architecture and Coding.srt
14.5 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2.1 Custom_Processor.txt
452 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3. Custom Processor Deployment to Server.mp4
83.1 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3. Custom Processor Deployment to Server.srt
15.8 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3.1 Custom_Processor_Deploy_Server.txt
510 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4. Custom Source Application Coding and Deployment.mp4
64.3 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4. Custom Source Application Coding and Deployment.srt
11.4 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4.1 Custom_Source.txt
443 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4.2 MySpringCloudSourceApplication.txt
1.1 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5. Custom Sink Application Coding and Deployment.mp4
47.7 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5. Custom Sink Application Coding and Deployment.srt
7.9 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5.1 Custom_sink.txt
469 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5.2 MySpringCloudSinkApplication.txt
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[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6. Custom Stream Application Coding and Deployment.mp4
41.2 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6. Custom Stream Application Coding and Deployment.srt
8 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.1 MySpringCloudStream.zip
1.6 KB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.2 Custom_Stream.txt
266 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.3 MySpringCloudProcessorApplication.txt