In Mahout Training, you will know what is machine learning, what is Apache mahout and what is clustering.
Machine Learning Fundamentals
Apache Mahout Basics
History of Mahout
Supervised and Unsupervised Learning techniques
Mahout and Hadoop
Introduction to Clustering and Classification.
Myrrix is a recommendation engine based on mahout, therefore this module is designed for mahout training and myrrix.
Mahout on Apache Hadoop
Setup Mahout and Myrrix.
This module will focus on Recommendation algorithm and Mahout optimizations.
Recommendations using Apache Mahout
Introduction to Recommendation systems
Content Based Mahout Optimizations.
Understanding the various recommendations, implementing Recommendors, different types of similarities in Apache mahout.
User based recommendation
Item based Recommendation
Implementing a Recommender using MapReduce Platforms
Pearson’s Correlation Similarity
Log likelihood Similarity
Recommendation Engines (Online and Offline)
Recommendors in Production.
This module is designed to give you thoroughly over the clustering concepts.
Common Clustering Algorithms in Apache mahout training
K-means Canopy Clustering
Fuzzy K-means and Mean Shift etc.
Representing Data Feature Selection
Vectorization in Apache Mahout training
Clustering documents through example TF-IDF and Implementing clustering in Hadoop Classification.
By the end of this training module, you will be able to develop a classifier on your own.
Basic Predictor variables and Target variables
Training and evaluating a Classifier
Developing a Classifier
We’ll focus on Apache Mahout and Amazon EMR, have an overview on Weka, Octave Matlab and SAS.
Mahout on Amazon
EMR Mahout Vs R
Introduction to tools like Weka, Octave, Matlab and SAS
This is the implementation module, of what we have learnt so far in Apache Mahout training.
A complete recommendation engine is built on application logs and transactions.
Our Apache Mahout course covers all the topics that are required to clear Apache Mahout certification. Trainer will share Apache Mahout certification guide, Apache Mahout certification sample questions, Apache Mahout certification practice questions.
Yes, you get two kinds of discounts. They are group discount and referral discount. Group discount is offered when you join as a group, and referral discount is offered when you are referred from someone who has already enrolled in our training.
The trainer will give Server Access to the course seekers, and we make sure you acquire practical hands-on training by providing you with every utility that is needed for your understanding of the course.
The trainer is a certified consultant and has significant amount of experience in working with the technology.
Yes, we accept payments in two installments.
If you are enrolled in classes and/or have paid fees, but want to cancel the registration for certain reason, it can be attained within first 2 sessions of the training. Please make a note that refunds will be processed within 30 days of prior request.
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