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

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Spring Cloud Data Flow - Cloud Native Data Stream Processing [TutsNode.com] - Spring Cloud Data Flow 7. Custom Components
  • 1. Creating and Deploying Custom Tasks.mp4 (99.6 MB)
  • 1. Creating and Deploying Custom Tasks.srt (17.1 KB)
  • 3. Custom Processor Deployment to Server.srt (15.8 KB)
  • 2. Custom Processor Architecture and Coding.srt (14.5 KB)
  • 4. Custom Source Application Coding and Deployment.srt (11.4 KB)
  • 6. Custom Stream Application Coding and Deployment.srt (8.0 KB)
  • 5. Custom Sink Application Coding and Deployment.srt (7.9 KB)
  • 6.1 MySpringCloudStream.zip (1.6 KB)
  • 4.2 MySpringCloudSourceApplication.txt (1.1 KB)
  • 6.3 MySpringCloudProcessorApplication.txt (0.9 KB)
  • 5.2 MySpringCloudSinkApplication.txt (0.8 KB)
  • 3.1 Custom_Processor_Deploy_Server.txt (0.5 KB)
  • 5.1 Custom_sink.txt (0.5 KB)
  • 2.1 Custom_Processor.txt (0.4 KB)
  • 4.1 Custom_Source.txt (0.4 KB)
  • 6.2 Custom_Stream.txt (0.3 KB)
  • 1.1 custom_task.txt (0.1 KB)
  • 2. Custom Processor Architecture and Coding.mp4 (88.2 MB)
  • 3. Custom Processor Deployment to Server.mp4 (83.1 MB)
  • 4. Custom Source Application Coding and Deployment.mp4 (64.3 MB)
  • 5. Custom Sink Application Coding and Deployment.mp4 (47.7 MB)
  • 6. Custom Stream Application Coding and Deployment.mp4 (41.2 MB)
1. Spring Cloud Data Flow Introduction
  • 1. Spring Cloud Data Flow Introduction.srt (2.5 KB)
  • 3. Installation of Spring Cloud Data Flow Ecosystem.srt (9.6 KB)
  • 2. Spring Cloud Data Flow Architecture Overview.srt (3.9 KB)
  • 3. Installation of Spring Cloud Data Flow Ecosystem.mp4 (45.4 MB)
  • 1. Spring Cloud Data Flow Introduction.mp4 (23.7 MB)
  • 2. Spring Cloud Data Flow Architecture Overview.mp4 (12.7 MB)
6. TensorFlow Streams
  • 1. Streaming Object Detection - TensorFlow.srt (14.7 KB)
  • 2. Streaming Pose Estimation - TensorFlow.srt (4.9 KB)
  • 1.1 TensorFlow_Object_Detection.txt (1.1 KB)
  • 2.1 Tensorflow_pose_estimation.txt (0.3 KB)
  • 1. Streaming Object Detection - TensorFlow.mp4 (84.9 MB)
  • 2. Streaming Pose Estimation - TensorFlow.mp4 (17.9 MB)
4. Sample Stream and ETL
  • 1. JDBC Streaming Demo.srt (13.6 KB)
  • 1. JDBC Streaming Demo.mp4 (70.1 MB)
3. Setup in Cloud Environment
  • 2. Spring Cloud Data Flow setup in EC2 Instance.srt (12.1 KB)
  • 1. EC2 instance setup with Docker in AWS.srt (10.5 KB)
  • 1.1 EC2_instance_setup_Docker.txt (0.5 KB)
  • 3. Working with Docker Container.srt (9.3 KB)
  • 2.1 EC2_Instance_Spring_Cloud_Dataflow_Setup.txt (0.4 KB)
  • 2. Spring Cloud Data Flow setup in EC2 Instance.mp4 (74.7 MB)
  • 1. EC2 instance setup with Docker in AWS.mp4 (55.9 MB)
  • 3. Working with Docker Container.mp4 (51.9 MB)
5. Twitter Streams
  • 2. Analyzing Twitter Language - Grafana Dashboard Visualization.srt (10.8 KB)
  • 4. Twitter Sentiment Analysis.srt (10.5 KB)
  • 1. Harvesting Tweets from Twitter.srt (9.1 KB)
  • 3. Analyzing Twitter HashTag - Grafana Visualization.srt (6.1 KB)
  • 3.1 grafana-twitter-scdf-analytics.json (4.9 KB)
  • 1.1 Twitter_Harvest_To_LogFile.txt (0.6 KB)
  • 4.1 grafana-twitter-scdf-analytics.json (4.9 KB)
  • 2.1 Twitter_Analysis_Language.txt (0.6 KB)
  • 3.2 Twitter_Analysis_HashTag.txt (0.5 KB)
  • 4.2 Twitter_Sentiment_Analysis.txt (0.9 KB)
  • 4. Twitter Sentiment Analysis.mp4 (55.3 MB)
  • 2. Analyzing Twitter Language - Grafana Dashboard Visualization.mp4 (50.4 MB)
  • 1. Harvesting Tweets from Twitter.mp4 (44.4 MB)
  • 3. Analyzing Twitter HashTag - Grafana Visualization.mp4 (27.6 MB)
2. Get Starter with Demo
  • 1. Introduction to Web UI and First Demo.srt (10.0 KB)
  • 2. Overview of Task with Demo.srt (8.2 KB)
  • 1. Introduction to Web UI and First Demo.mp4 (47.8 MB)
  • 2. Overview of Task with Demo.mp4 (38.5 MB)
  • TutsNode.com.txt (0.1 KB)
  • [TGx]Downloaded from torrentgalaxy.to .txt (0.6 KB)
    • .pad
    • 0 (188.1 KB)
    • 1 (265.2 KB)
    • 2 (113.7 KB)
    • 3 (361.5 KB)
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    • 16 (47.7 KB)
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    • 18 (302.2 KB)
    • 19 (140.6 KB)

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



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

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