Apache Spark for Data Engineering and ML
This course is part of multiple programs. Learn more.
Course Cost
₹ 4,294
Intermediate
Skill Level
3 Weeks
Self-paced Video lessons
This comprehensive course provides hands-on experience with Apache Spark for data engineering and machine learning applications. Learn to implement structured streaming, work with GraphFrames, and develop ETL pipelines. The curriculum covers both supervised and unsupervised learning techniques, including classification, regression, and clustering using Spark ML. Students gain practical experience through hands-on labs and a real-world final project.

4.7
8,016 Enrolled

English
What you'll learn
Master Spark Structured Streaming for real-time data processing
Implement ETL processes using Spark for machine learning pipelines
Develop machine learning solutions using Spark ML framework
Apply supervised and unsupervised learning techniques with Spark
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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There are 3 modules in this course
This course provides advanced training in using Apache Spark for data engineering and machine learning tasks. Students learn to work with Spark Structured Streaming for real-time data processing, implement ETL workflows for ML pipelines, and utilize Spark ML for various machine learning tasks. The curriculum covers essential concepts in graph theory, supervised and unsupervised learning, and practical implementation of clustering algorithms. Through hands-on labs and real-world projects, participants gain experience in applying Spark to solve complex data engineering and machine learning challenges.
Spark for Data Engineering
Module 1
Spark ML for Machine Learning
Module 2
Final Project
Module 3
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: Data Engineering, NoSQL, Big Data and Spark Fundamentals
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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.
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.




