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

You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Apache Spark Training Course. 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.

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Join a scheduled class with a live instructor and other delegates.

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Engage in activities, and communicate with your trainer and peers.

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We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Master Apache Spark Training with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Apache Spark Training industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Experience the most sought-after learning style with The Knowledge Academy's Apache Spark Training Course. 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 CIPD Level 3 Foundation Certificate in People Practice Course 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 Course 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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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 Course 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

Package deals for Apache Spark Training

Our training experts have compiled a range of course packages on a variety of categories in Apache Spark Training, to boost your career. The packages consist of the best possible qualifications with Apache Spark Training, and allows you to purchase multiple courses at a discounted rate.

Apache Spark Training FAQs

What is Apache Spark Training?

Apache Spark Training equips delegates with the skills to process large-scale data efficiently using distributed computing. It covers core concepts, including Spark architecture, RDDs, and advanced analytics, preparing professionals to leverage Spark for data engineering and big data projects.

Who should attend the Apache Spark Course?

The Apache Spark Course is ideal for Data Engineers, Software Developers, and IT Professionals looking to enhance their big data processing skills. It’s also suitable for analysts and anyone in data management seeking to leverage Spark’s capabilities.

What topics are covered in the Apache Spark Course?

The Apache Spark Course covers Spark architecture, Resilient Distributed Datasets (RDDs), data processing with Spark SQL, stream processing with Spark Streaming, machine learning with MLlib, and deploying Spark applications. It also explores advanced analytics and integration with Hadoop ecosystems.

Are there any prerequisites for learning Apache Spark?

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

What are the benefits of taking an Apache Spark Online Course?

Taking an Apache Spark Online Course offers the flexibility to learn at your own pace, access to expert-led content, and practical exercises to reinforce learning. It enhances your ability to handle big data projects, improving your career prospects in data engineering and analytics.

How do I become an expert in Apache Spark?

To become an expert in Apache Spark, start by gaining a strong understanding of its core concepts through structured courses. Practice extensively by working on real-world big data projects, contribute to open-source Spark communities, and stay updated with the latest advancements in the Spark ecosystem.

What is the salary of an Apache Spark expert?

Apache Spark experts earn between £50,000 to £80,000 annually in the United Kingdom, depending on experience, location, and industry demand.

Is Python enough for Spark?

Yes, Python (using PySpark) is sufficient for most Spark applications, especially for data processing and machine learning tasks.

What is the best language for Apache Spark?

The best language for Apache Spark is often considered Scala, as Spark is written in Scala and offers the most comprehensive API support. However, Python is also popular due to its ease of use and extensive libraries, especially for data science tasks.

What is included in the Apache Spark Course?

In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Apache Spark Course?

This course takes 2 days to complete, during which delegates participate in intensive learning sessions that cover various course topics.

Do you offer 24/7 support for this course?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues.

What will I learn in this Apache Spark Training?

In this Apache Spark Training, you will learn how to efficiently process and analyse large datasets using Spark’s core components, including Spark SQL, Spark Streaming, and MLlib. You'll gain practical skills in distributed computing, data processing, and implementing advanced analytics with Spark.

What are my next steps after completing the Apache Spark Training?

After completing the Apache Spark Training, your next steps include applying your skills to real-world projects, seeking roles in data engineering or big data analytics, and pursuing advanced certifications to deepen your expertise. Engaging with the Spark community and staying current with industry trends will also enhance your career growth.

Is there a certification for Apache Spark?

Yes, delegates will receive an Apache Spark certificate upon completing this course.

Can I access the course materials after completing the training?

Yes, you will have access to the course materials even after completing the training, allowing you to revisit the content, reinforce your learning, and apply the knowledge in your professional endeavours.

What kind of certification will I receive upon completion of the course?

You will receive The Knowledge Academy’s course completion certificate.

How can I register for the course?

To register for the course, visit The Knowledge Academy's website, navigate to the course page, and click the registration button. Fill in the required details, select your preferred schedule, and complete the payment process.

What kind of job opportunities can I expect after completing this course?

After completing the Apache Spark Course, you can expect job opportunities in roles such as Data Engineer, Big Data Developer, Data Analyst, and Machine Learning Engineer. These roles typically involve working on big data projects, processing large datasets, and implementing scalable data solutions using Spark.

Why choose The Knowledge Academy in the United Kingdom over others?

The Knowledge Academy in the United Kingdom 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 course.

What is the cost/training fees for Apache Spark Training in the United Kingdom?

The training fees for Apache Spark Trainingin the United Kingdom starts from £2495

Which is the best training institute/provider of Apache Spark Training in the United Kingdom?

The Knowledge Academy is the Leading global training provider for Apache Spark Training.

What are the best Big Data and Analytics Training courses in the United Kingdom?

Please see our Big Data and Analytics Training courses available in the United Kingdom

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