Machine Learning With Big Data

University of Queensland via Coursera

Overview

Explore the realm of Machine Learning with Big Data through this comprehensive course offered by the University of Queensland on Coursera. Delve into the fundamentals of machine learning techniques designed to help you understand, analyze, and leverage your data to make informed decisions. This course equips you with the knowledge to apply various machine learning models that adapt from data, tailored specifically for big data challenges.

By the completion of this course, participants will have acquired the ability to:

Devise strategies to utilize data effectively using the machine learning process.
Utilize machine learning methods for data exploration and preparation for modeling.
Determine the machine learning problem type to apply an appropriate technique set.
Develop models that evolve from data through widely accessible open-source tools.
Tackle big data issues with scalable machine learning algorithms on Spark.

Software requirements for this course include Cloudera VM, KNIME, and Spark, catering to a comprehensive learning experience in the fields of Artificial Intelligence, Machine Learning, and Big Data.