Introduction to Machine Learning with Spark ML and MLlib

Course Details
Code:
SPARK-ML-OD
Tuition (USD):
$395.00 • Self Paced

This OnDemand offering provides you with a 180-day subscription that begins on the date of purchase.

Course Details

This course includes video lectures, assessments, and hands-on exercise access. The course provides an introduction to Machine Learning, including coverage of collaborative filtering, clustering, classification, algorithms, and data volume. The course also covers Spark MLlib topics including data types, statistics support, feature extraction, transforming vectors, using the StandardScaler class, an overview of dimensionality reduction, machine learning models, regression, linear regression support, and regularization. Finally, the course discusses machine learning with Spark ML topics such as using data frames, transformers and estimators, an introduction to pipelines, using pipelines to generate models, and regularization.

Subscription Details

This OnDemand offering provides you with a 180-day subscription that begins on the date of purchase. While the subscription is active, you will have unlimited access to the course training materials which includes recorded course lectures and demonstrations, assessment components, and hands-on exercise instructions. You will also receive 5 runtime hours of access to the online hands-on exercise environment accessible though web browser. You can start the exercise environment when you are ready to use it. You can stop or pause it when you are done for the time being, then return anytime to continue where you left off. The exercise environment remains accessible until you have used the runtime hours or the subscription period ends, whichever occurs first.

Course Details
Code:
SPARK-ML-OD
Tuition (USD):
$395.00 • Self Paced