Hands-On Artificial Intelligence for IoT

Apache MLlib

Apache Spark MLlib provides a powerful computational environment for ML. It provides a distributed architecture on a large-scale basis, allowing one to run ML models more quickly and efficiently. That's not all; it is open source with a growing and active community continuously working to improve and provide the latest features. It provides a scalable implementation of the popular ML algorithms. It includes algorithms for the following:

• Classification: Logistic regression, linear support vector machine, Naive Bayes
• Regression: Generalized linear regression
• Collaborative filtering: Alternating least square
• Clustering: K-means
• Decomposition: Singular value decomposition and principal component analysis

It has proved to be faster ...