IBM - Data Engineering and Machine Learning using Spark
- Offered byCoursera
Data Engineering and Machine Learning using Spark at Coursera Overview
Data Engineering and Machine Learning using Spark
at Coursera
Duration | 6 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Engineering and Machine Learning using Spark at Coursera Highlights
Data Engineering and Machine Learning using Spark
at Coursera
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 8 of 13 in the IBM Data Engineering
- Beginner Level Computer and IT literacy.
- Approx. 6 hours to complete
- English Subtitles: English
Read more
Data Engineering and Machine Learning using Spark at Coursera Course details
Data Engineering and Machine Learning using Spark
at Coursera
Skills you will learn
More about this course
- Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behaviors and preferences of prospects, clients, competitors, and others.
- In this short course you'll gain practical skills when you learn how to work with Apache Spark for Data Engineering and Machine Learning (ML) applications. You will work hands-on with Spark MLlib, Spark Structured Streaming, and more to perform extract, transform and load (ETL) tasks as well as Regression, Classification, and Clustering.
- The course culminates in a project where you will apply your Spark skills to an ETL for ML workflow use-case.
Data Engineering and Machine Learning using Spark at Coursera Curriculum
Data Engineering and Machine Learning using Spark
at Coursera
Spark for Data Engineering
Spark Structured Streaming
GraphFrames on Apache Spark
ETL Workloads
Course Introduction
Summary & Highlights
Practice Quiz: Spark for Data Engineering
Graded Quiz: Spark for Data Engineering
SparkML
SparkML Fundamentals
Classification and Regression using Apache Spark
SparkML Clustering
Summary & Highlights
Practice Quiz: SparkML
Graded Quiz: SparkML
Final Project
Project Overview
Congratulations & Next Steps
Team & Acknowledgements
Other courses offered by Coursera
– / –
3 months
Beginner
View Other 6715 Courses
Data Engineering and Machine Learning using Spark
at Coursera
Student Forum
Anything you would want to ask experts?
Data ScienceMachine LearningMachine Learning and Pattern RecognitionData Engineering and Machine Learning using Spark