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 Mississauga 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.

Mississauga is the sixth largest city in Canada. It is in the south of the province of Ontario in the region of peel. The city is estimated to have a population of around 715,000 people. The rapid growth of this city is attributed to its proximity to Toronto. It was originally built as suburb of Toronto. Education in Canada is mostly free and publicly funded. It is overseen by the federal, provincial and local governments, with the education within provincial jurisdiction and the curriculum overseen by the province. Education is compulsory in most provinces up to the age of 16. Mississauga is served by the Peel District School Board, which operates the secular English speaking public schools. There is also a school board that runs the local catholic schools and a board that runs the French speaking schools in the area, one for the secular French schools and one for the catholic French schools. There are a number of schools in the area that offer specialised programs. These include the French immersion schools such as Clarkson Secondary School and Streetsville Secondary School. There are three schools in the areas that off a Regional Arts Program and two that offer a specialist sci-tech program for students who are gifted in these areas. There is also two schools that offer support for those studying for the international baccalaureate plus numerous other programs. Canada’s higher has a very good reputation. However there is no formal ranking system and students will often choose colleges and universities bases on geographic convenience and the reputation of a particular course. Mississauga is home to one of the three campuses run by the University of Toronto. This university is ranked as the 34th best university in the world and is the second highest ranked Canadian university in the rankings. The campus was established in 1967 and is the universities second largest division. It is home to 12,000 students. They have 15 academic departments and pupils can choose from 148 programs to participate in from 89 areas of study. Students can study both undergraduate and graduate programs on this campus. This campus also has an excellent research environment that has helped the staff and researchers become internationally recognised for their work. The university includes Institutes for Management and Innovation, and Communication, Culture, Information and Technology.

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Address

Robert Speck 2
2 Robert Speck Parkway
Suite 750
Mississauga
Ontario
L4Z 1H8

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Apache Spark Training in Mississauga. 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 Mississauga, 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.

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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Apache Spark Training in Mississauga 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 Mississauga, 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 Mississauga 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 Mississauga starts from CAD4295
The Knowledge Academy is the Leading global training provider for Apache Spark Training.
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