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PySpark Training Black Friday Offers

PySpark Training is part of our Black Friday sale. Lock in 61% off now, choose online, classroom or onsite training, and schedule your course any time through 2027. Group bookings save up to 60%.

FROM £895 £2,295 SAVE £1,400

Offer ends 27 November 2026

PySpark Training​ Course Outline

Module 1: Introduction to PySpark

  • What is PySpark?
  • Environment
  • Spark Dataframes
  • Reading Data
  • Writing Data
  • MLlib

Module 2: Installation

  • Using PyPI
  • Using PySpark Native Features
  • Using Virtualenv
  • Using PEX
  • Dependencies

Module 3: DataFrame

  • DataFrame Creation
  • Viewing Data
  • Applying a Function
  • Grouping Data
  • Selecting and Accessing Data
  • Working with SQL
  • Get () Method

Module 4: Setting Up a Spark Virtual Environment

  • Understanding the Architecture of Data-Intensive Applications
  • Installing Anaconda
  • Setting a Spark Powered Environment
  • Building App with PySpark

Module 5: Building Batch and Streaming Apps with Spark

  • Architecting Data-Intensive Apps
  • Build a Reliable and Scalable Streaming App
  • Process Live Data with TCP Sockets
  • Analysing the CSV Data
  • Exploring the GitHub World
  • Previewing App

Module 6: Learning from Data Using Spark

  • Classifying Spark MLlib Algorithms
  • Spark MLlib Data Types
  • Clustering the Twitter Dataset
  • Build Machine Learning Pipelines
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Who Should Attend this PySpark Course?

This PySpark Training Course covers the fundamentals of Spark, its architecture, and how to use the PySpark API for Data Processing, Analytics, and Machine Learning tasks. This course can be beneficial for various professionals, including:

  • Data Engineers
  • Big Data Analysts
  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Python Developers
  • Solution Architects
  • System Administrators
  • Database Administrators

Prerequisites of the PySpark Course

There are no formal prerequisites required for attending this PySpark Training Course.

PySpark Training Course Overview

PySpark Training introduces delegates to a powerful framework for large-scale data processing and analytics. It explains how PySpark, as a Python API for Apache Spark, enables efficient handling of big data and supports modern data science workflows.

This training supports professionals working with large datasets in building advanced analytical capability. It develops the ability to process data at scale, apply machine learning techniques, and derive insights, strengthening effectiveness in data-driven environments.

This 1-Day course offered by The Knowledge Academy enables delegates to apply PySpark concepts with confidence. Through focused learning and practical activities, delegates gain the skills to work with big data, perform analytics, and process large datasets efficiently.

PySpark Training Course Objectives

  • To provide a comprehensive understanding of PySpark fundamentals
  • To cover advanced topics such as Big Data analytics using PySpark
  • To offer hands-on experience in applying PySpark for data processing and analytics
  • To equip professionals with the skills to efficiently handle large-scale data processing tasks
  • To empower delegates to leverage PySpark for Machine Learning applications

Upon completion of this course, the delegates will possess the skills to effectively utilise PySpark for Big Data processing and analytics. They will have hands-on experience in applying PySpark for Machine Learning applications, enhancing their proficiency in handling large-scale data tasks.

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What’s Included in this PySpark Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • PySpark Certificate
  • Digital Delegate Pack
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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Train Your Workforce

Looking for PySpark Training in-house or onsite training Southampton. We specialise in corporate group training and bulk bookings for organisations of all sizes. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling.

Approved supplier to 53,536 organisations

The Knowledge Academy is an approved training supplier to 53,536 organisations across the UK, Europe, North America and Australia, so most buyers can book through their existing purchasing process with no new supplier setup.

Our Southampton 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.

Southampton is the largest city in Hampshire, England. It is located 75 miles away from London and lies at the north end of Southampton Water in the confluence of the River Test and River Itchen. Southampton has a population of around 250,000 people. Southampton is famous for its link with the RMS Titanic, a passenger liner which sank in the North Atlantic Ocean in 1912, and the Spitfire fighter plane. Its other World War II links come from the fact it was one of the largest departure points for D-Day but recently, it is the home port to a large number of cruise ships across the world.

Other large employers in Southampton are BBC South, the NHS, Carnival UK and West Quay which was the largest city centre shopping complex in Europe when it opened. There are two universities in Southampton; The University of Southampton and Southampton Solent University. They have a collective student population of over 40,000 people. 

The University of Southampton was founded in 1982 but officially became a university by receiving its Royal Charter in 1952. It has over 22,000 students. It considers itself one of the top five universities in the UK and has been ranked in the top eighty universities in the world by the THES-QS World University Rankings. The university is famous for its research into engineering, oceanography, cancer sciences and chemistry. It houses the National Oceanography Centre which is the focus of a great deal of Natural Environment Research Council-funded research into marine life. Southampton Solent University has 17,000 students who can take a variety of educational programs on training, research and design.

The Warsash Maritime Academy also resides at Southampton Solent and provides programs and training for international shipping and oil off-shore industries. There are a number of different sixth form colleges in Southampton including Itchen College and Richard Taunton Sixth Form College. There are around 20 infant schools, 16 junior schools, 24 primary schools, 8 secondary schools, 2 academies and 5 specialised schools. As for independent schools, Southampton is home to The Gregg School and St Mary’s College.

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Ways to take PySpark Training in Southampton

Live Online

The same live course from home, with a live instructor and other delegates. Mirrors the classroom schedule.

Best for: starting soon, without travel.

1 day · next Fri 18 Dec 2026

See live online dates

Online Self-Paced

Study 24/7 on your own schedule through our learning platform, with progress tracking.

Best for: fitting study around work.

90 days of access

See self-paced options

Onsite

We bring the course to your team, at your premises, online or hybrid, on dates that suit you.

Best for: groups and bulk bookings.

Tailored to your team

Get a team quote

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Package deals for PySpark Training in Southampton

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

PySpark Training | Data Science Training in Southampton FAQs

What is PySpark Course?

The PySpark Training Course teaches the use of Apache Spark with Python, enabling scalable data processing, machine learning, and real-time analytics. It equips delegates with hands-on experience in distributed computing and working with big data frameworks.

What are the benefits of this PySpark Certification?

Benefits include improved job prospects, enhanced data processing skills, and credibility in big data roles. Certification demonstrates expertise in large-scale data handling and analytics using PySpark, a key tool in modern data science environments.

Are there any prerequisites for taking this PySpark Training?

There are no formal prerequisites required for attending this PySpark Training.

Who should attend this course?

The course suits Data Analysts, Engineers, Developers, and Aspiring Data Scientists. It’s ideal for professionals seeking to enhance their big data skills using Python in distributed processing and analytics environments.

What will I learn in this PySpark Training Course?

You’ll learn RDDs, DataFrames, Spark SQL, machine learning with MLlib, data transformation, cluster management, and performance tuning—all using Python. The course includes practical exercises for hands-on PySpark experience.

What are the essential skills required for mastering PySpark?

Key skills include Python programming, data manipulation, understanding Spark architecture, SQL querying, distributed computing principles, and basic knowledge of Hadoop or big data systems. These help you maximise PySpark’s full capabilities.

Do you provide a self-paced option for PySpark Courses?

The Knowledge Academy provides flexible self-paced training for this opportunities will I get on completing PySpark Courses. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.

What employment opportunities open up with proficiency in PySpark?

Proficiency in PySpark opens roles such as Data Engineer, Big Data Analyst, Machine Learning Engineer, and Data Scientist across industries using large-scale data analytics, including finance, retail, healthcare, and tech.

What is the duration of this PySpark Course?

This PySpark Training spans 1-Day,during which delegates participate in intensive learning sessions that cover various course topics.

Is a certificate provided upon course completion?

Yes, after completing this course you will receive a certificate of completion to validate your achievement and demonstrate your proficiency in the subject.

Do you provide corporate training for this course?

Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.

What job opportunities will I get on completing PySpark Course?

Job opportunities you will get on completing PySpark Training include roles like Big Data Engineer, Spark Developer, Data Analyst, Data Architect, and ETL Developer. Certification enhances credibility and career growth in data-centric industries and fast-paced analytical environments.

What topics are covered in Pyspark Training?

The PySpark Training covers PySpark basics, installation methods, DataFrame operations, SQL queries, Spark virtual environment setup, batch and streaming app development, and machine learning with MLlib, including classification, clustering, pipelines, and real-time data processing using PySpark.

Can I access the materials from multiple devices?

Yes, you can access the course materials from multiple devices, allowing you to study and review content on various platforms such as laptops, tablets, or smartphones, providing flexibility and convenience in managing your learning experience.

How popular is the PySpark Certification?

PySpark Certification is increasingly popular and globally due to high demand for big data skills. It’s valued by employers in data science, analytics, and cloud-based engineering roles.

What skills will I acquire on completing PySpark Training Course?

You’ll gain skills in distributed data processing, data transformation, Spark SQL querying, machine learning with MLlib, real-time streaming, and cluster management using PySpark in Python-driven big data workflows.

Why choose The Knowledge Academy in Southampton over others?

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 certification.

What is the cost/training fees for PySpark Training in Southampton?

The training fees for PySpark Training in Southampton starts from £2295

Which is the best training institute/provider of PySpark Training in Southampton?

The Knowledge Academy is one of the Leading global training provider for PySpark Training.

What are the best Data Science Courses courses in Southampton?

Please see our Data Science Courses courses available in Southampton

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