Fundamentals of Apache Flink
Course
Online
Description
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Course
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Methodology
Online
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Different dates available
Use Apache Flink and its ecosystem to process real-time big data.Have you heard of Apache Flink, but don't know how to use it to get on top of big data? Have you used Flink, but want to learn how to set it up and use it properly? Either way, this course is for you.This course first introduces Flink concepts and terminology, and then moves on to building a Flink instance, collecting data, and using that data to generate output that can be used as processed data input into other systems. You will also use the Flink APIs to process data in batch and streaming modes.By the end of the course, you will be capable of using the Apache Flink ecosystem to achieve complex tasks such as event processing and machine learning.About the AuthorSridhar Alla is the co-founder and CTO of Blue Whale Consulting and is expert at helping companies (big and small) define their vision for systems and capabilities that will allow them to establish a strategic execution plan to deal with the ever-growing data collected to support analytics and product teams. He has very experienced at dealing with all aspects of data collection, security, governance, and processing as part of end-to-end big data analytics and machine learning initiatives (including predictive modeling, deep learning, and ML automation).Sridhar is a published book author and an avid presenter at numerous conferences, including Strata, Hadoop World, and Spark Summit. He also has several patents filed with the US PTO on large-scale computing and distributed systems.He has over 18 years' experience writing code in Scala, Java, C, C++, Python, R, and Go, and has extensive hands-on knowledge of Spark, Flink, TensorFlow, Keras, Hadoop, Cassandra, HBase, MongoDB, Riak, Redis, Zeppelin, Mesos, Docker, Kafka, ElasticSearch, Solr, H2O, machine learning, text analytics, distributed computing, and high-performance computing.
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About this course
Build your own Flink development environment on a Linux server
Monitor your stream processing in real-time using the Flink UI
Organize your data comprehensively using data processing pipelines
Build end-to-end, real-time analytics projects
Design a distributed Flink environment to efficiently process, transform, and aggregate your data
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Subjects
- Install
- Programming
- Systems
- Apache
- Linux
- Computing
Course programme
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Define Apache Flink
- Explore Flink architecture
- Learn about the components of the Flink framework
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Learn what Big Data is
- Explore the seven Vs of Big Data
- Explore Big Data Analytics
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Download and Install Flink
- Start a cluster and shell
- Open cluster UI
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Create EC2 instance running Linux
- Download Flink
- Install Flink and start the cluster
- Launch the UI
- Navigate the UI
- Explore the job status
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore a dataset
- See the inner working of a dataset
- Explore the features of datasets
- Learn what a data stream is
- See the inner working of a data stream
- Explore the features of data streams
- Launch the UI
- Navigate the UI
- Explore the job status
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore a dataset
- See the inner working of a dataset
- Explore the features of datasets
- Learn what a data stream is
- See the inner working of a data stream
- Explore the features of data streams
- Launch the UI
- Navigate the UI
- Explore the job status
- Launch the UI
- Navigate the UI
- Explore the job status
- Launch the UI
- Navigate the UI
- Explore the job status
- Launch the UI
- Navigate the UI
- Explore the job status
- Launch the UI
- Navigate the UI
- Explore the job status
- Launch the UI
- Navigate the UI
- Explore the job status
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
- Explore the Flink programming model
- Learn the different levels of abstraction
- Explore various programs and dataflows
Additional information
Fundamentals of Apache Flink
