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Machine Learning with Apache Spark
This course is part of multiple programs. Learn more
Free
This Course Includes
coursera
4.6 (54 reviews )
14 hours (approximately) 
english
Online - Self Paced
course
IBM
About Machine Learning with Apache Spark
Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate
What You Will Learn?
- Describe ML, explain its role in data engineering, summarize generative AI, discuss Spark's uses, and analyze ML pipelines and model persistence. .
- Evaluate ML models, distinguish between regression, classification, and clustering models, and compare data engineering pipelines with ML pipelines. .
- Construct the data analysis processes using Spark SQL, and perform regression, classification, and clustering using SparkML. .
- Demonstrate connecting to Spark clusters, build ML pipelines, perform feature extraction and transformation, and model persistence. .