Audience and prerequisites
Book the course
- How would you like to train?
- Virtual Classroom
Take the foundational course - Spark and Hadoop Developer Training
Scala and Python developers will learn key concepts and gain the expertise needed to ingest and process data, and develop high-performance applications using Apache Spark 2.
Machine Learning Overview
- Collaborative Filtering
- Relationship of Algorithms and Data Volume
Machine Learning with Spark MLlib
- Data Types
- Basic Statistics
- Feature Extraction
- Dimensionality Reduction
Machine Learning with Spark ML
- Overview of Spark ML
- Transformers and Estimators
- Decision Tree Classifiers
- k-Means Clustering
CCA Spark and Hadoop Developer Certification
This course, along with the Developer Training for Spark and Hadoop, is excellent preparation for the CCA Spark and Hadoop Developer exam. Although we recommend further training and hands-on experience before attempting, both courses are foundational for passing the exam.
Certification is a great differentiator. It helps establish you as a leader in the field, providing employers and customers with tangible evidence of your skills and expertise.
Advance your career
Big data developers are among the world's most in-demand and highly-compensated technical roles. Check out some of the job opportunities currently listed that match the professional profile, many of which seek CCA qualification.
We also provide private training at your site, at your pace, and tailored to your needs.