top of page
< Back

Distributed Computing with Mahout

Overview

Skills Needed

Learn to scale machine learning algorithms with Mahout. Explore Hadoop integration, distributed training, and parallel computing with Mahout.

  • Basic knowledge of machine learning concepts
  • Understanding of distributed computing

Outline

  • Introduction to Distributed Computing with Mahout
  • Mahout and Hadoop Integration
  • Distributed Data Structures
  • Distributed Matrix Operations
  • Parallel Computing with Mahout
  • Scalable Learning Algorithms
  • MapReduce and Spark-based Processing
  • Fault Tolerance and Recovery
  • Large-scale Model Deployment
  • Best Practices for Distributed Computing with Mahout
bottom of page