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Big Data Computing with Spark
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Big Data Computing with Spark

This course is part of Big Data Technology.

Course Cost

₹ 33,183

Intermediate

Skill Level

8 Weeks

Self-paced lessons

This course, adapted from HKUST's MSc Program in Big Data Technology, provides a thorough understanding of big data systems with a focus on Apache Spark. Students learn both theoretical concepts and practical implementations through extensive hands-on experience. The curriculum covers Spark programming using RDD and DataFrame APIs, advanced packages like ML and GraphX, and system internals for performance optimization. With over 20 hours of lectures and numerous coding exercises, participants gain practical skills in managing and processing massive datasets across distributed computing environments.

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4.9

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What you'll learn

  • Master Spark programming using RDD and DataFrame APIs

  • Implement machine learning solutions using Spark MLlib

  • Design efficient algorithms for big data processing

  • Optimize Spark performance through system understanding

  • Develop streaming applications for real-time data processing

  • Utilize GraphX for graph-based data analysis

  • Apply distributed computing concepts in practice

  • Gain hands-on experience with cloud-based big data systems

Skills you'll gain

Apache Spark
Big Data Processing
Distributed Computing
MapReduce
Machine Learning
Data Analytics
Cloud Computing
Stream Processing

This course includes:

PreRecorded video

Graded assignments, Exams, 20 coding questions, 100+ multiple choice questions

Access on Mobile, Tablet, Desktop

Limited Access access

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 7 modules in this course

This comprehensive course covers big data computing with Apache Spark, combining theoretical foundations with practical implementation skills. The curriculum progresses from basic concepts of MapReduce and Hadoop to advanced topics in Spark programming, including RDD and DataFrame APIs, machine learning libraries, and streaming data processing. Students learn system internals, performance optimization techniques, and algorithm design for distributed computing environments. The course features extensive hands-on practice through coding exercises and real-world applications.

Overview, MapReduce, and Hadoop

Module 1

Spark Basics and RDD

Module 2

SparkSQL and MLlib

Module 3

Spark Internals

Module 4

Algorithm Design for Big Data

Module 5

GraphX/GraphFrames

Module 6

Spark Streaming

Module 7

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Big Data Technology

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Big Data Computing with Spark

Intermediate

Skill Level

8 Weeks

Self-paced lessons

Course Cost

₹ 33,183

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.