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
  • Virtualizing the Environment with Vagrant
  • Moving to the Cloud

Module 2: Building Batch and Streaming Apps with Spark

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

Module 3: Juggling Data with Spark

  • Serializing and Deserializing 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: Visualizing 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 in Kansas City is a specialized course aimed at Python Developers keen to enhance their skills in Big Data processing using Apache Spark. The following professionals can benefit from this course:

  • 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.

Spark Training for Python Developers Course Overview

The Spark Training for Python Developers Course in Kansas City provides a comprehensive understanding of Spark and its integration with Python, emphasizing its relevance in harnessing big data, conducting efficient data processing, and unlocking powerful analytics and machine learning capabilities. As organizations 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 in Kansas City 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 in Kansas City with the knowledge and practical skills needed to leverage Apache Spark effectively with Python. Delegates will gain hands-on experience in data manipulation 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, optimize 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 optimizing 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 in Kansas City 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

Why choose us

Our Kansas City 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.

Kansas City is the largest city in the state of Missouri. It has an estimated population of 460,000 people which makes it the 37th most populated city in the United States. It was founded in the 1830s as a Missouri River port at its confluence with the Kansas River coming in from the west. Education in the USA is provided by both public and private schools, and is mandatory until the age of 16.  Pupils conducting their schooling within the USA start off at preschool, followed by elementary school, then middle school, before finishing at high school.  At age 18, US citizens are able to engage in higher education.  Higher education in the USA normally comes in the form of a college, undergraduate school, or a community college – that latter of which doesn’t normally cost anything to attend.  Candidates participating in a course at a college will gain credits towards a bachelor’s degree, whilst candidates participating a course at a community college will be earning credits in order to achieve an associate’s degree. There are 16 school districts in Kansas City which includes 10 public school districts. There is also a number of private schools, Catholic schools and Magnet Schools. The Catholic schools are governed by the Diocese of Kansas City. The following are some examples of the public school districts: Kansas City, MO School District, North Kansas City School District, Center School District, Hickman Mills C-1 School District and Grandview C-4 School District. There are a number of colleges and universities in the Kansas City area such as the University of Kansas, University of Missouri, Rockhurst University and Kansas City University of Medicine and Biosciences. The University of Kansas is the highest ranked Kansas University in the university world rankings. It is ranked at number 271st in the world. At The Knowledge Academy we offer over 50,000 classroom based training courses in the United States, including popular locations such as Kansas City.

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Address

Crown
Two Pershing Square
2300 Main Street, 9th Floor
Kansas City
Missouri
64108

T: +1 7204454674

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.

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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The training fees for certification in Kansas City starts from $3195
The Knowledge Academy is the Leading global training provider for .
Please see our courses available in Kansas City
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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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