27 November 2020

#Apache mahout

Apache Mahout
What is Apache Mahout?
What does Apache Mahout do?
What is the History of Apache Mahout? When did it start?
What are the features of Apache Mahout?
What is the Roadmap for Apache Mahout version 1.0?
What is the difference between Apache Mahout and Apache Spark’s MLlib?
What motivated you to work on Apache Mahout? How do you compare Mahout with Spark and H2O?
Explain about Collaborative Filtering
Explain about Item-based Collaborative Filtering
Explain about Matrix Factorization with Alternating Least Squares
Explain about Matrix Factorization with Alternating Least Squares on Implicit Feedback
Explain about Classification
Explain about Naive Bayes
Explain about Complementary Naive Bayes
Explain about Random Forest
Explain about Clustering
Explain about Canopy Clustering
Explain about k-Means Clustering
Explain about Fuzzy k-Means
Explain about Streaming k-Means
Explain about Spectral Clustering
Explain about Dimensionality Reduction
Explain about Lanczos Algorithm
Explain about Stochastic SVD
Explain about Principal Component Analysis
Explain about Topic Models
Explain about Latent Dirichlet Allocation
Explain about Miscellaneous
Explain about Frequent Pattern Matching
Explain about RowSimilarityJob
Explain about ConcatMatrices
Explain about Colocations
How is it different from doing machine learning in R or SAS?
How can we scale Apache Mahout in Cloud?
Can I have html form property without associated getter and setter formbean methods?
Can we handle exceptions in Struts programmatically?
Compare Mahout & MLlib
Does Struts2 action and interceptors are thread safe?
For a single Struts application, can we have multiple struts-config.xml files?
Is “talent crunch” a real problem in Big Data? What has been your personal experience around it?
Is Struts Framework part of J2EE?
Is Struts thread safe?
Mention some machine learning algorithms exposed by Mahout?
Mention some use cases of Apache Mahout?

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