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 Sacramento 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 Sacramento 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 Sacramento 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 Sacramento 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 Sacramento 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 Sacramento 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.

Sacramento is situated near central valley at the joining of the Sacramento River and the American River, as well as it being the capital city of California it is also the sixth largest city within California and is home to around 485,199 people within 2014. Sacramento also has a metropolitan population of an estimated 2,414, 783 in 2010 therefore ranking it in third place as the largest metropolitan population within California. Sacramento is also the seat to the government of Sacramento County, and America’s most diverse city as of Harvard University civil rights project in 2002. There are a number of different types of schools, which are public, private or independent, the independent schools within Sacramento include the Waldorf School and the Sacramento Country Day School which was run by the California Association of Independent Schools as opposed to being one of the Roman Catholic Independent schools. The Public schools include Natomas Unified School District, Twin Rivers Unified School District, Sacramento City Unified School District and Elk Grove Unified School District. Some of the Universities within the city include Sacramento State (California State University, Sacramento) and University of California. Sacramento State University plays a big part in the education of students, as of 2004 they enrolled roughly 22,555 undergraduates within the eight colleges it operates. There is also a few universities with campuses in Sacramento which include the McGeroge School of law – University of Pacific, National University, Western Seminary and the University of San Francisco. All of the Universities offer students different types of courses and degrees some of which include graduate, undergraduate, bachelors, masters and doctoral degrees. Subjects can also differ depending on the institution with regards to public health sciences, administration, project management, business, sciences, law, counselling, education, mathematics, engineering, arts, sports and many more. Sacramento also consists of different schools which practise religion, these being an Islamic school the Masjid Annur, Christian schools such as the Sacramento Adventist Academy and the Capital Christian School as well as a Jewish school which is the Shalom School.

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Address

Sacremento, California

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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What our customers are saying

Spark Training For Python Developers FAQs

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The training fees for certification in Sacramento starts from $3195
The Knowledge Academy is the Leading global training provider for .
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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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