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Course Information

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 Training Course?

This PySpark 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 Training Course

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

PySpark Training Course Overview

PySpark Course is a crucial component in the arsenal of data scientists, business analysts, and professionals across various industries. PySpark, a Python API for Apache Spark, is a powerful framework for Big Data processing and analytics. Its relevance lies in its ability to handle large-scale data processing tasks efficiently, making it an essential skill for those navigating the dynamic landscape of data science. 

Professionals aiming to master PySpark include Data Scientists, Data Engineers, and Analysts dealing with Big Data. In an era where large datasets are the norm, the capability to leverage PySpark for data processing, machine learning, and analytics is paramount. This course is tailored to empower individuals with the skills needed to harness the potential of PySpark, making it an indispensable asset for professionals seeking to stay ahead in this domain.

This 1-day training by the Knowledge Academy provides delegates with a deep dive into PySpark, covering fundamentals, advanced topics, and practical applications. From understanding the basics of PySpark to exploring its capabilities in Big Data analytics, delegates will gain hands-on experience. This training aims to equip professionals with the knowledge and skills needed to efficiently process large-scale data using PySpark, enabling them to make informed decisions and contribute effectively to data-driven initiatives in their respective fields.

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

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Why choose us

Ways to take this course

Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.

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Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.

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This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.

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Highly experienced trainers

All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning 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

We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience

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Great value for money

Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!

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This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.

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Tailored learning experience

Our courses can be adapted to meet your individual project or business requirements regardless of scope.

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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

This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.

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Monitor employees progress

Keep track of your employees’ progression and performance in your own workspace.

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What our customers are saying

PySpark Training FAQs

PySpark is an interface for Apache Spark in Python and a comprehensive language for conducting exploratory Data Analysis at scale, creating machine learning pipelines, and building ETLs for a data platform.

This PySpark Course adds credibility in handling Big Data challenges while fostering problem-solving abilities crucial for addressing complex data scenarios efficiently. Moreover, it often correlates with increased earning potential within data-related positions.

There are no formal prerequisites to learn PySpark Online Course.

This PySpark Course provided by The Knowledge Academy is ideal for Data Engineers, Analysts, Software Developers, and anyone who wants to learn PySpark to support the collaboration of Apache Spark and Python.

In this PySpark Course, you'll gain expertise in scalable data processing, Big Data analysis, and distributed computing using PySpark. This comprehensive training covers handling extensive datasets efficiently, conducting in-depth research, understanding distributed computing principles, and manipulating data effectively.

The Knowledge Academy provides flexible self-paced training for 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.

The duration of this PySpark Course spans across 1 day.

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

The price for PySpark Training certification in the United Kingdom starts from £1995

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

Please see our Data Science Courses courses available in the United Kingdom
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Why choose us

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You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

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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