This course will prepare you to: Explain the architecture of the Machine Learning with Mahout Certification component Configure and use new functionalities in Machine Learning with Mahout Certification Use the standard Machine Learning with Mahout Certification Sub Modules. Explain the Machine Learning with Mahout Certification Controlling Configuration and Customization option.

Mahout on Apache Hadoop setup Mahout and Myrrix

Clustering Common Clustering Algorithms K-means Canopy Clustering Fuzzy K-means and Mean Shift etc. Representing Data Feature Selection Vectorization Representing Vectors Clustering documents through example TF-IDF Implementing clustering in Hadoop Classification

Examples Basics Predictor variables and Target variables Common Algorithms SGD SVM Navie Bayes Random Forests Training and evaluating a Classifier Developing a Classifier

Machine Learning with Mahout Certification Training

Sapphire Global Machine Learning with Mahout Certification Training makes you an expert in using Machine Learning with Mahout Certification concepts. Enroll now for Machine Learning with Mahout Certification online training and get through the concepts of data, by utilizing the internal memory for storing a working set. Sapphire Global introduces all the key concepts in Machine Learning with Mahout Certification to help the learner gain more knowledge. Enroll & Become a Machine Learning with Mahout Certification Consultant.

Overview

Training Options

INSTRUCTOR LEAD LIVE TRAINING

Live Instructor Online training by Certified & industry expert Trainers
24/7 One Demand Dedicated Server for Hands on Practice.
Flexibility to attend the class at your convenient time.
Earn a Skill Certificate
Professional Resume Preparation end of the trading period.
Plus 45 Days of flexible access e- learning.

CORPORATE TRAINING

Customized Learning delivery model.
Our training practice are perfectly blended with options for effective live instructor lead hands on training.
Training need analysis.
Our Corporate training services are easy accessibility of LMS ( learning Management System ) online or offline – anytime, anywhere, on any of your devices.
24/7 learner assistance and Support

Course Curriculum

Key features

This course will prepare you to:

Explain the architecture of the Machine Learning with Mahout Certification component
Configure and use new functionalities in Machine Learning with Mahout Certification
Use the standard Machine Learning with Mahout Certification Sub Modules.
Explain the Machine Learning with Mahout Certification Controlling Configuration and Customization option.

Introduction to Machine Learning and Apache Mahout

Machine Learning Fundamentals
Apache Mahout Basics
History of Mahout
Supervised and Unsupervised Learning techniques
Mahout and Hadoop
Introduction to Clustering
Classification

Mahout and Hadoop

Mahout on Apache Hadoop setup
Mahout and Myrrix

Recommendation Engine

Recommendations using Mahout
Introduction to Recommendation systems
Content Based (Collaborative filtering
User based
Nearest N Users
Threshold
Item based)
Mahout Optimizations

Implementing a recommender and recommendation platform

User based recommendation
User Neighbourhood
Item based Recommendation
Implementing a Recommender using MapReduce
Platforms: Similarity Measures
Manhattan Distance
Euclidean Distance
Cosine Similarity
Pearson’s Correlation Similarity
Loglikihood Similarity
Tanimoto
Evaluating Recommendation Engines (Online and Offline)
Recommendors in Production

Clustering

Clustering
Common Clustering Algorithms
K-means
Canopy Clustering
Fuzzy K-means and Mean Shift etc.
Representing Data
Feature Selection
Vectorization
Representing Vectors
Clustering documents through example
TF-IDF
Implementing clustering in Hadoop
Classification

Classification

Examples
Basics
Predictor variables and Target variables
Common Algorithms
SGD
SVM
Navie Bayes
Random Forests
Training and evaluating a Classifier
Developing a Classifier

Mahout and Amazon EMR

Mahout on Amazon EMR
Mahout Vs R
Introduction to tools like Weka
Octave
Matlab
SAS

Practice Test and Interview Questions

Course Advisor

Course Advisor

R. Sreenatha Reddy

SAP FICO / FSCM / TRM / FM / S4HANA Functional Consultant

Professional Experience:

15+ years of Industry experience as Accountant, Consultant, Module Lead, worked on various IT Organizations like IBM/TCS/ITC infotech/SAP Labs across the globe.

Specialized in SAP