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 Training 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. The training aims to equip professionals with the knowledge and skills needed to efficiently process large-scale data using PySpark.

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

Why choose us

Our Ottawa 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.

Ottawa is the capital city of Canada. It is located on the bank of the Ottawa River in the east of Southern Ontario province. It has an estimated population of 885,000 people. Ottawa is the fourth largest city in the world. The name of this city comes from the Algonquin word Odawa which means “to trade”. 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. Parents can choose between sending their children to one of the public schools or they can sent them to a fee paying private school. Those who live in Ottawa and find that picking a secondary school is a fraught decision involving school zones and ratings. There are four main public school boards in Ottawa. One is English, one is English-Catholic, and one is French and another is French-Catholic. The Ottawa-Carleton District School Board which is the largest with 147 schools to oversee. The catholic school board has 85 schools, the Conseil des écoles catholiques du Centre-Est has 49 schools and the Conseil des écoles publiques de l'Est de l'Ontario has 37 schools. 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. Ottawa is one of the best educates cities in Canada as it is believed that over half of the population have graduated from college or university. Ottawa has the highest per capita concentration of engineers, scientists, and residents with PhDs in Canada. The University of Ottawa was founded in 1848 and was the first higher education institute to be established in the city.  The university is a bilingual public university. The University of Ottawa is ranked in the top 300 universities in the world, coming in at number 284 and is a top 15 university in Canada.  The university has faculties in the following areas: arts, civil law, common law, education, engineering, post graduate studies, health sciences, medicine, science, social sciences and the school of management. Ottawa also has two main public colleges Algonquin College and La Cité collégiale. There are also 2 catholic universities in the city; Dominican University College and Saint Paul University.

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Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led PySpark Training | Data Science Training in Ottawa. 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 PySpark Training | Data Science Training in Ottawa, 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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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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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

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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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

PySpark Training | Data Science Training in Ottawa 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 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 course 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 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.
Proficiency in Python, understanding of distributed computing, data processing, SQL knowledge, and familiarity with PySpark libraries are crucial for effective PySpark utilisation.
The Knowledge Academy provides flexible self-paced training for PySpark. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.
Roles include Data Engineer, Data Scientist, and Big Data Analyst in industries such as finance, healthcare, and technology, leveraging PySpark's data processing capabilities.
The duration of this course spans across 1 day.
Yes, a certificate is issued upon completing the course, validating your participation and achievement.
Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.
The Knowledge Academy in Ottawa 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 the PySpark Certification.
The training fees for PySpark Trainingin Ottawa starts from CAD3395
The Knowledge Academy is the Leading global training provider for PySpark Training.
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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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