[NEW] Apache Flink 101 Developer Course- PyFlink Hands On !

سرفصل های دوره

From Installation to Advanced BATCH and REAL TIME Analytics Hands-On: Mastering Apache Flink | KAFKA + Pyflink STREAMING

1. Introduction

1. Introduction

2. Course Welcome and Student Information.html

3.1 Apache Flink Introduction - Big data Landscape.pdf

3. Apache Flink Introduction - Big Data Landscape Book.html

2. Understanding Apache Flink Architecture

1. Apache Flink Application Execution Architecture

2. Flinks Architecture

3. Apache Flink - Comprehensive Overview.html

4. Flink APIs overview

5. Quiz.html

3. Big Data Processing Benchmark - Spark vs Flink

1. Spark vs Flink

2. Apache Spark vs Apache Flink.html

4. Apache Flink Installation - Configuration

1. Apache Flink Installation and Configuration A Brief Overview.html

2. Install Java 11

3. Step by step - Recap Article.html

4. Install Apache Flink

5. Stop Flink Cluster.html

6. PyFlink Requirements.html

7. Installing Python 3.10 on Ubuntu (or your desired version).html

8. Install pip ( pyFlink Requirement).html

9. Install Pyflink

10. Reading - Deploying Apache Flink on Kubernetes A Comprehensive Guide.html

11. NOTE - Unlocking Excellence.html

5. Flink Table API - Pyflink

1. PyFlink Introduction

2. Flink Scala API.html

3. Flink Table API - Introduction

4.1 code1.zip

4. Flink Table Api - First Handson program

5. NOTE - Access to All Source Code from Our Videos .html

6.1 code2.zip

6. Create Table using a List Object

7.1 code3.zip

7. Create Tables using DDL statements

8.1 code4.zip

8. Create Tables using TableDescriptor

9. Pre-Course Survey.html

10. Quiz.html

11. Assignment.html

6. PyFlink Table API - Write Queries

1. Write Table API Queries - Introduction

2.1 code5.zip

2.2 code6.zip

2. Table API aggregation query - Table API Query

3.1 code7.zip

3. Write SQL Queries

4.1 code8.zip

4. Mix the Table API and SQL- Use Table Object in SQL

5.1 code9.zip

5. Mix the Table API and SQL- Use SQL tables in Table API

6. Quiz.html

7. Assignment Integrating Table API and SQL in Apache Flink.html

7. Real World Streaming Project Real Time Streaming pipeline Handson

1. Real Time Streaming Pipeline Architecture Design

2. Handson Project Requirements

3. Data Source - API for Real Time Data

4. Extracting Real Time Data Stream from API in python

5. About Apache Kafka

6. Create Kafka Producer - Stream Data Flow

7.1 Kafka producer Project code.zip

7. Source Code - Kafka Producer.html

8. Exploring the Architecture of a Scalable Streaming Pipeline.html

9. Configure Flink to consume data from a Kafka topic as a data source pyFlink

10. About Elasticsearch & Kibana Overview.html

11. Configure Flink to write the processed data to a Elasticsearch sink pyFlink

12. Real Time Tweets Word Count with pyFlink and Kafka

13.1 Real+Time+Streaming+pipeline+Handson+code.zip

13. Complete Code Source - Flink Project.html

8. Apache Flink Real Time Streaming Concepts

1. Introduction to Stateful Stream Processing - Apache Flink

2. Flink Dataflow & Snapshots

3. Flink Data Flow and snapshots

9. Certified Apache Flink - Mastery Award Exam

1. Practice Test - Part 1.html

2. Practice Test - Part 2.html

3. Elevate Your Skills Post-Practice Test on Udemy!.html

10. More learnings

1. Reading Machine Learning with Apache Flink.html

2. Reading Gelly - Revolutionizing Graph Analytics with Apache Flink.html

3. A Heartfelt Thank You to Our Udemy Students.html

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تولید کننده: Udemy