Apache Spark Training Overview

Apache Spark Training Course Outline

Module 1: Introduction to Apache Spark

  • What is Apache Spark?
  • Cluster Design
  • Cluster Management
  • Performance

Module 2: Apache Spark MLlib

  • Environment Configuration
  • Classification with Naive Bayes
  • Clustering with K-Means
  • Artificial Neural Networks (ANN)

Module 3: Apache Spark Streaming

  • Fault Tolerance
  • Apache Kafka
  • TCP Stream
  • Apache Flume

Module 4: Apache Spark SQL

  • SQL Context
  • DataFrames
  • Using SQL
  • User-Defined Functions
  • Using Hive

Module 5: Apache Spark GraphX

  • Environment
  • Neo4j Browser
  • Mazerunner for Neo4j

Module 6: Graph-Based Storage

  • Overview of Titan and TinkerPop
  • Installing Titan
  • Titan with HBase
  • Titan with Cassandra

Module 7: Spark Databricks

  • Installing Databricks
  • Databricks Menus
  • Account and Cluster Management
  • Notebooks and Folders
  • Jobs and Libraries
  • Databricks Tables
  • DbUtils Package

Module 8: Databricks Visualisation

  • Data Visualisation
  • REST Interface
  • Moving Data

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Who should attend this Apache Spark Training Course? 

This Apache Spark Training Course is designed for individuals who want to enhance their skills and knowledge in Big Data processing using Apache Spark. This course can benefit a wide range of professionals, including: 

  • Data Scientists
  • Data Engineers
  • Software Developers
  • Database Professionals
  • Big Data Analysts
  • Technical Managers
  • Business Analysts

Prerequisites of the Apache Spark Training Course

There are no formal prerequisites for this Apache Spark Course. However, prior knowledge of Java programming would be beneficial.

 

Apache Spark Training Course Overview

Apache Spark has emerged as a vital tool for processing and analysing large-scale datasets efficiently. With its widespread use in data engineering and data science, understanding Apache Spark is essential. This course offers a comprehensive exploration of Spark, shedding light on its significance in the modern data landscape enabling professionals to harness its potential for diverse applications.

Proficiency in this course is imperative for professionals across various domains, including data scientists, data engineers, and big data analysts. The ability to work with Spark empowers individuals to handle massive datasets, perform real-time data processing, and derive actionable insights. Mastering Spark is the key to unlocking opportunities and enhancing career prospects in the data and analytics field.

The Knowledge Academy’s 2-day Apache Spark Course equips delegates with the practical skills needed to leverage Apache Spark effectively. During the course, participants will gain hands-on experience in essential Spark components, including Spark SQL, Spark Streaming, and MLlib. They will also learn to build data pipelines, conduct real-time analysis, and optimise Spark applications for enhanced performance.

Course Objectives

  • To understand the fundamental concepts of Spark and its ecosystem
  • To gain proficiency in Spark SQL for querying structured data
  • To learn to process real-time data streams using Spark Streaming
  • To develop machine learning models with Spark's MLlib library
  • To create robust data pipelines for scalable data processing
  • To optimise Spark applications for improved performance
  • To apply Spark in practical projects to solve real-world problems

Upon completing the Apache Spark Course, delegates will gain a comprehensive understanding of distributed data processing, enabling them to tackle big data challenges with efficiency and confidence. Additionally, they will acquire valuable skills in data analytics, Machine Learning, and real-time data processing, making them highly sought-after professionals in the field of data engineering and data science.

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What’s included in this Apache Spark Training Course?

  • World-Class Training Sessions from Experienced Instructors    
  • Apache Spark Certificate 
  • Digital Delegate Pack

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Why choose us

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Apache Spark Training. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Apache Spark Training, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Apache Spark Training. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Apache Spark Training sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Apache Spark Training at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our Apache Spark Training offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Apache Spark Training FAQs

Apache Spark is a high-speed open-source data processing framework used for big data tasks. Apache Spark Training is a comprehensive course which teaches delegates to use it for batch processing, real-time streaming, Machine Learning, and graph processing. Its key feature is in-memory computing, making it fast and efficient for large-scale data analysis.
There are no formal prerequisites for attending this Apache Spark Course. However, basic knowledge of SQL, databases, and query language will be beneficial for delegates.
The Apache Spark Course is for Data Professionals, Developers, and anyone interested in Big Data. Whether you're a beginner or an experienced pro, it's a valuable resource for learning how to work with large-scale data efficiently and effectively.
In Apache Spark Courses, delegates will have 2 days of intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.
The Apache Spark Training is a 2-day course. Delegates engage in intensive learning sessions covering various aspects of this course.
Apache Spark is utilised in careers such as data engineering, data analysis, and machine learning. Data engineers process large datasets, data analysts explore and visualise data, and machine learning engineers build models using Spark.
An Online Apache Spark Course provides flexible learning, access to resources, hands-on experience, and cost-effectiveness, making it a convenient and affordable way to gain expertise in big data processing.
Apache Spark is faster and more versatile than Hadoop. It processes data in-memory, making it quicker for various workloads. Spark offers user-friendly data processing APIs and integrates with Hadoop for added flexibility.
Apache Spark is primarily used with Scala, but it also supports Java, Python, and R, offering a versatile platform for big data processing and analytics across various domains.
To receive Apache Spark Training, consider joining the courses The Knowledge Academy offers. We provide comprehensive training to enhance your skills in handling Big Data with Spark.
Yes, The Knowledge Academy offers the Apache Spark Certification after completion, designed for professionals seeking to validate their expertise in using Spark for big data processing and analytics.
There are a wide range of advanced topics covered under this Apache Spark Training which include, Apache Spark Streaming, Apache Spark MLlib, Apache Spark SQL, Apache Spark GraphX, etc.
Apache Spark is more suited for fast, large-scale data processing and analytics, rather than real-time processing. For real-time scenarios, Apache Flink or Storm are better alternatives.
Start with understanding basic concepts of Big Data and distributed computing. Then, learn Spark's core APIs for batch processing and explore its SQL, streaming, and Machine Learning libraries. Practice with real-world datasets.
Yes, Apache Spark is highly in demand due to its powerful capabilities in big data processing, analytics, and machine learning, making it a sought-after skill in data engineering and data science roles.
The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this Apache Spark Certification Course.
The training fees for Apache Spark Training certification in Belgium starts from €2895
The Knowledge Academy is the Leading global training provider for Apache Spark Training.
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Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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