PySpark Course For Python Developers in Saskatoon

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Spark Training for Python Developers

Saskatoon

Learn how to set up a virtual spark environment.
Acquire knowledge of exploring data using Blaze and Spark SQL.
Understand the concepts of Lambda and Kappa Architecture.

Dates & Prices Dates & Prices

Course information

Spark Training for Python Developers Course Outline

Module 1: Set Up a Spark Virtual Environment

Data-Intensive Applications Architecture
Overview of Spark
Introduction to Anaconda
Setting a Spark Powered Environment
Building App with PySpark

Module 2: Building Batch and Streaming Apps with Spark

Architecting Data-Intensive Apps
Analysing the Data
Exploring GitHub

Module 3: Juggling Data with Spark

Serializing and Deserializing Data
Storing and Deleting Data
Processing Data

Module 4: Data Using Spark

Classifying Spark MLlib Algorithms
Spark MLlib Data Types
Reading and Writing Data with Spark
Introduction to Spark Structured Streaming

Module 5: Data Manipulation

Loading and Inspecting Data
Performing Data Transformations
Partitioning and Repartitioning Data
Caching and Persisting Data

Module 6: Visualising Insights and Trends

Pre-process Data for Visualisation
Creating Word Clouds

Who should attend this Spark Training for Python Developers Course?

The Spark Training for Python Developers Course is a specialised course aimed at Python Developers keen to enhance their skills in Big Data processing using Apache Spark. This course can be beneficial a wide range of professionals, including:

Python Developers
Data Scientists
Machine Learning Engineers
Data Engineers
Data Analysts
DevOps Engineers
Project Managers

Prerequisites of the Spark Training for Python Developers Course

There are no formal prerequisites for this Spark Training for Python Developers Course. However, a basic understanding of SQL and Python programming would be beneficial for delegates.

Spark Training for Python Developers Course Overview

The Spark Training for Python Developers Course provides a comprehensive understanding of Spark and its integration with Python, emphasising its relevance in harnessing big data, conducting efficient data processing, and unlocking powerful analytics and machine learning capabilities. As organisations continue to rely on data-driven decisions, proficiency in Spark for Python developers is a must-have skill.

Proficiency in Apache Spark is crucial for Data Engineers, Data Scientists, and Software Developers who aspire to work with big data, streamline data processing pipelines, and build scalable machine learning models. With the exponential growth of data, the ability to harness Spark's processing power and flexibility becomes paramount for professionals looking to enhance their career prospects in the data industry.

This intensive 2-day training equips delegates with the knowledge and practical skills needed to leverage Apache Spark effectively with Python. Delegates will gain hands-on experience in data manipulation, distributed computing, and creating data pipelines, ensuring they are well-prepared to tackle real-world big data challenges. By the end of the course, delegates will be able to develop Spark applications in Python, optimise data processing tasks, and execute advanced analytics with confidence.

Course Objectives:

To gain a solid understanding of Apache Spark and its ecosystem
To develop proficiency in using Python to interact with Spark
To learn to process and analyse big data efficiently
To master the art of creating data pipelines using Spark
To explore machine learning and advanced analytics with Spark and Python
To understand the best practices for optimising Spark applications
To acquire practical knowledge to solve real-world data challenges
To enhance your ability to work with distributed computing frameworks

After completing the course, delegates will receive a certification that validates their skills and knowledge. This certification is a valuable asset for your career, demonstrating your expertise in big data processing and analytics and opening doors to exciting opportunities in the data industry.

What’s included in this Spark Training for Python Developers Course?

World-Class Training Sessions from Experienced Instructors
Spark Training for Python Developers Certificate
Digital Delegate Pack

Why choose us

Our Saskatoon 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.

Saskatoon, a city in the Canadian province of Saskatchewan, has an average population of roughly 222,190 spread across 65.9 square miles of land. At The Knowledge Academy, we offer 50,000 classroom based training courses throughout the different areas of Saskatoon, in order to enhance people’s learning in an array of subject areas. Education in Canada is generally funded by federal, provincial, and local governments; the system is divided into primary, secondary and post-secondary education and is operated under provincial jurisdiction. On the whole, there are 190 days in a school year, starting in September and ending towards the last Friday of June. Some popular and highly regarded universities in Canada include: the University of Toronto (notable alumni including: William Lyon Mackenzie King, Vincent Massey, Donald Sutherland and Lesra Martin), the University of British Columbia (notable alumni including: Eddie Peng, Justin Trudeau and Nardwuar the Human Serviette), and the University of Alberta (notable alumni including: Dayo Wong, George Stanley and Beverley McLachlin).

Address

Saskatoon
Saskatchewan
S7K 2B1

T: +1 6474932992

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led PySpark Course For Python Developers in Saskatoon. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's PySpark Course For Python Developers in Saskatoon, 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.

Learn more in our FAQs

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.

Tailored learning experience

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

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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

Monitor employees progress

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

Learn more in our FAQs

What our customers are saying

PySpark Course For Python Developers in Saskatoon FAQs

What does this Spark Training for Python Developers entail?

This course provides in-depth knowledge and hands-on experience with Apache Spark, focusing on leveraging Spark's distributed computing capabilities using Python. It covers everything from the basics of Spark to advanced topics like real-time data processing and machine learning.

Is PySpark similar to Python?

Yes, PySpark is the Python API for Apache Spark. It allows Python developers to use Spark’s powerful distributed processing engine for big data tasks, making it easy to work within the familiar Python environment.

Who should attend this course?

This course is ideal for Python Developers, Data Scientists, Data Engineers, and Analysts who want to enhance their skills in big data processing and leverage Apache Spark for scalable data analysis and machine learning.

How long does it take to learn Spark?

The time required to learn Spark varies depending on your background. If you are already familiar with Python and basic data processing, you can become proficient in Spark within a few weeks to a few months of dedicated learning and practice.

What are the main benefits of learning Apache Spark for Python Developers?

Learning Spark enhances your ability to handle massive datasets efficiently, perform real-time data analytics, and scale your applications seamlessly across clusters. It’s an essential skill for tackling big data challenges in various industries.

Will the course cover integration with other Big Data tools?

Yes, the course includes sections on how to integrate Spark with other Big Data tools like Hadoop for storage, Hive for querying, and Kafka for real-time data streaming, ensuring a comprehensive understanding of the big data ecosystem.

What will I learn in this course?

You'll learn to develop and optimise Spark applications using PySpark, handle data using RDDs and DataFrames, perform machine learning with Spark MLlib, and integrate Spark with other big data technologies. By the end of the course, you’ll be able to build and deploy scalable big data solutions.

What are the key topics covered in the Spark Training for Python Developers Course?

The course covers a wide range of topics, including Spark architecture, RDDs, DataFrames, SQL with Spark, machine learning with Spark MLlib, real-time data processing, and integration with Hadoop, Hive, and Kafka.

How is the course structured?

The course is structured into multiple modules, each focusing on different aspects of Spark.

What are the prerequisites?

To get the most out of this course, basic knowledge of Python programming is necessary, and a fundamental understanding of data processing concepts (e.g., working with datasets and basic SQL) is recommended.

What is included in the course?

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.

What is the duration of this course?

This course takes 2 days to complete, during which delegates participate in intensive learning sessions that cover various course topics.

Do you offer support for the course?

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 you may encounter.

Do I need prior experience with Apache Spark to take this course?

No prior experience with Apache Spark is required. However, a strong foundation in Python and basic data processing will help you grasp the concepts more quickly.

What tools and software will be used in the training?

The course will cover PySpark and Jupyter Notebooks for interactive coding, Hadoop for storage integration, Hive for querying, and Kafka for real-time data streaming. These tools provide a complete environment for learning and applying big data concepts.

Can I access the course materials after the training period ends?

Yes, you will have continued access to course materials for 90 days after course completion.

What kind of certification will I receive upon completion of the course?

Upon successful completion of the course, you will receive a certificate of completion. This certification validates your expertise in using Apache Spark with Python, which can enhance your resume and career prospects.

How can I register for this course?

To register for this course, please visit The Knowledge Academy’s Spark Training for Python Developers course page, select your preferred dates from the Dates and Prices section, make the payment and take advantage of the course materials.

What kind of job opportunities can I expect after completing this course?

Completing this course opens up several career opportunities, including roles such as Spark Developer, Big Data Engineer, Data Analyst, Data Scientist, and Data Architect. Organisations across various industries are in high demand for professionals skilled in big data technologies like Spark.

Why choose The Knowledge Academy in Saskatoon over others?

The Knowledge Academy in Saskatoon 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.

What is the cost/training fees for Spark Training for Python Developers in Saskatoon?

The training fees for Spark Training for Python Developersin Saskatoon starts from CAD4295

Which is the best training institute/provider of Spark Training for Python Developers in Saskatoon?

The Knowledge Academy is the Leading global training provider for Spark Training for Python Developers.

What are the best Big Data and Analytics Training courses in Saskatoon?

Please see our Big Data and Analytics Training courses available in Saskatoon

Why choose us

Best price in the industry

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

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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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