Course information

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

Why choose us

Our Munich venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Munich is the largest and capital city of the German state Bavaria. It has an estimated population of about 1.5 million inhabitants; making Munich the third largest city in Germany, after Berlin and Hamburg. The educational system in Munich is also run by the German state and is compulsory for children to attend school up to the age of 18; and offers many public and private schools for children. The school system and is divided into four levels: Kindergarten Education is for children aged from three to 6, Elementary Education (Grundschule) is from Grade 1 to Grade 4, After Elementary School, children can go onto one of the three types of schools, Hauptschule, Realschule or Gymnasium, depending on their academic ability, academic achievement, self-confidence, the ability to work independently, and student’s family wishes; These Secondary education are form Grades 5 to 9 or 10 and is compulsory up to the age of 18, and Higher Education.

The city also offers scientific research institutions including The Max Planck Society which is an independent non-profit German research organisation. Munich has many universities including The Ludwig Maximilian University (LMU), also known as University of Munich, and The Technische Universität München (TUM); the University of Munich was established in 1472 making it the oldest university in the German state. The Ministries of Education and Research of the Federation and the German states (Länder) awarded these two of the first three German universities the title ‘Elite University’. The Ludwig Maximilian University (LMU) and the Technische Universität München (TUM) and the Technical University of Karlsruhe (Karlsruhe Institute of Technology) are considered Elite Universities thus have grater chances for research funds.

Munich is well known for the amount of Nobel Prize laureates starting with Nobel Prize laureates from 1901 including Wilhelm Conrad Röntgen to 2005 with Theodor Hänsch.

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Address

Novotel Hotel
Munich Airport
Nordallee 29
Munich
85356 DE

T: +49 8000101090

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Apache Spark Training in Munich. 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 in Munich, 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 in Munich. 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 in Munich 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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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 at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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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 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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Apache Spark Training in Munich FAQs

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.
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.
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.
There are no formal prerequisites for this Apache Spark Course. However, prior knowledge of Java programming would be beneficial.
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.
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.
Apache Spark experts earn between £50,000 to £80,000 annually in Munich, depending on experience, location, and industry demand.
Yes, Python (using PySpark) is sufficient for most Spark applications, especially for data processing and machine learning tasks.
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.
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.
This course takes 2 days to complete, during which delegates participate in intensive learning sessions that cover various course topics.
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.
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.
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.
Yes, delegates will receive an Apache Spark certificate upon completing this course.
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.
You will receive The Knowledge Academy’s course completion certificate.
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.
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.
The Knowledge Academy in Munich 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.
The training fees for Apache Spark Trainingin Munich 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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