Spark Training for Python Developers Overview

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
  • Virtualising the Environment with Vagrant
  • Moving to the Cloud

Module 2: Building Batch and Streaming Apps with Spark

  • Architecting Data-Intensive Apps
  • Analysing the Data
  • Exploring GitHub

Module 3: Juggling Data with Spark

  • Serialising and Deserialising Data
  • Storing and Deleting Data
  • Exploring Data Using
    • Blaze
    • Spark SQL

Module 4: Data Using Spark

  • Classifying Spark MLlib Algorithms
  • Spark MLlib Data Types
  • Clustering Twitter Dataset
  • Build Machine Learning Pipelines

Module 5: Streaming Live Data with Spark

  • Streaming Architecture
  • Process Live Data with TCP Sockets
  • Build a Reliable and Scalable Streaming App
  • Lambda and Kappa Architecture

Module 6: Visualising Insights and Trends

  • Pre-process Data for Visualisation
  • Creating Wordclouds

 

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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.

 

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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

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Why choose us

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Spark Training for Python Developers. 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 Spark Training for Python Developers, 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.

Experience the most sought-after learning style with The Knowledge Academy's Spark Training for Python Developers. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Spark Training for Python Developers sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training 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

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Spark Training for Python Developers 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 Spark Training for Python Developers 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

Spark Training for Python Developers FAQs

Please arrive at the venue at 8:45am.
There are no formal prerequisites for this course. However, basic knowledge of SQL and Python programming would be beneficial.
This course is intended for: Architects and Developers Business Intelligence and Mainframe Professionals Big Data Architects Data Scientists and Analytics Professionals
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Spark Training for Python Developers certification in New Zealand starts from NZD5095
The Knowledge Academy is the Leading global training provider for Spark Training for Python Developers.
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Why choose us

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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.

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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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