TGx:Udemy - Spring Cloud Data Flow - Cloud Native Data Stream Processing

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Name:

Udemy - Spring Cloud Data Flow - Cloud Native Data Stream Processing

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Category:

Other > Training

Language:

English

Total Size:

1.10 GB

Info Hash:

86904c54741af83c2e14f7a9a03ecf8abee81b74

Added By:

tutsnode

Added:

19-01-2021 15:05

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360

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File	Size
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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/1. Spring Cloud Data Flow Introduction.mp4	23.70 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/1. Spring Cloud Data Flow Introduction.srt	2.51 kB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/2. Spring Cloud Data Flow Architecture Overview.mp4	12.75 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/2. Spring Cloud Data Flow Architecture Overview.srt	3.88 kB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/3. Installation of Spring Cloud Data Flow Ecosystem.mp4	45.45 MB
[TutsNode.com] - Spring Cloud Data Flow/1. Spring Cloud Data Flow Introduction/3. Installation of Spring Cloud Data Flow Ecosystem.srt	9.64 kB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/1. Introduction to Web UI and First Demo.mp4	47.82 MB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/1. Introduction to Web UI and First Demo.srt	10.04 kB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/2. Overview of Task with Demo.mp4	38.45 MB
[TutsNode.com] - Spring Cloud Data Flow/2. Get Starter with Demo/2. Overview of Task with Demo.srt	8.21 kB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1. EC2 instance setup with Docker in AWS.mp4	55.89 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1. EC2 instance setup with Docker in AWS.srt	10.49 kB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/1.1 EC2_instance_setup_Docker.txt	531.00 B
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2. Spring Cloud Data Flow setup in EC2 Instance.mp4	74.68 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2. Spring Cloud Data Flow setup in EC2 Instance.srt	12.13 kB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/2.1 EC2_Instance_Spring_Cloud_Dataflow_Setup.txt	406.00 B
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/3. Working with Docker Container.mp4	51.92 MB
[TutsNode.com] - Spring Cloud Data Flow/3. Setup in Cloud Environment/3. Working with Docker Container.srt	9.32 kB
[TutsNode.com] - Spring Cloud Data Flow/4. Sample Stream and ETL/1. JDBC Streaming Demo.mp4	70.10 MB
[TutsNode.com] - Spring Cloud Data Flow/4. Sample Stream and ETL/1. JDBC Streaming Demo.srt	13.65 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1. Harvesting Tweets from Twitter.mp4	44.42 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1. Harvesting Tweets from Twitter.srt	9.07 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/1.1 Twitter_Harvest_To_LogFile.txt	609.00 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2. Analyzing Twitter Language - Grafana Dashboard Visualization.mp4	50.41 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2. Analyzing Twitter Language - Grafana Dashboard Visualization.srt	10.82 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/2.1 Twitter_Analysis_Language.txt	572.00 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3. Analyzing Twitter HashTag - Grafana Visualization.mp4	27.57 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3. Analyzing Twitter HashTag - Grafana Visualization.srt	6.08 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3.1 grafana-twitter-scdf-analytics.json	4.87 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/3.2 Twitter_Analysis_HashTag.txt	507.00 B
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4. Twitter Sentiment Analysis.mp4	55.33 MB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4. Twitter Sentiment Analysis.srt	10.48 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4.1 grafana-twitter-scdf-analytics.json	4.87 kB
[TutsNode.com] - Spring Cloud Data Flow/5. Twitter Streams/4.2 Twitter_Sentiment_Analysis.txt	946.00 B
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1. Streaming Object Detection - TensorFlow.mp4	84.89 MB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1. Streaming Object Detection - TensorFlow.srt	14.74 kB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/1.1 TensorFlow_Object_Detection.txt	1.09 kB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2. Streaming Pose Estimation - TensorFlow.mp4	17.86 MB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2. Streaming Pose Estimation - TensorFlow.srt	4.87 kB
[TutsNode.com] - Spring Cloud Data Flow/6. TensorFlow Streams/2.1 Tensorflow_pose_estimation.txt	334.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1. Creating and Deploying Custom Tasks.mp4	99.59 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1. Creating and Deploying Custom Tasks.srt	17.13 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/1.1 custom_task.txt	55.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2. Custom Processor Architecture and Coding.mp4	88.24 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2. Custom Processor Architecture and Coding.srt	14.54 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/2.1 Custom_Processor.txt	452.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3. Custom Processor Deployment to Server.mp4	83.15 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3. Custom Processor Deployment to Server.srt	15.77 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/3.1 Custom_Processor_Deploy_Server.txt	510.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4. Custom Source Application Coding and Deployment.mp4	64.29 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4. Custom Source Application Coding and Deployment.srt	11.37 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4.1 Custom_Source.txt	443.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/4.2 MySpringCloudSourceApplication.txt	1.07 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5. Custom Sink Application Coding and Deployment.mp4	47.69 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5. Custom Sink Application Coding and Deployment.srt	7.88 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5.1 Custom_sink.txt	469.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/5.2 MySpringCloudSinkApplication.txt	849.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6. Custom Stream Application Coding and Deployment.mp4	41.23 MB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6. Custom Stream Application Coding and Deployment.srt	7.95 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.1 MySpringCloudStream.zip	1.60 kB
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.2 Custom_Stream.txt	266.00 B
[TutsNode.com] - Spring Cloud Data Flow/7. Custom Components/6.3 MySpringCloudProcessorApplication.txt	940.00 B

Description

Description

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