Apache Mahout Training

BY
Mindmajix Technologies

Master the Apache Mahout concepts by joining the online training by Mindmajix.

Mode

Online

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
Frequency of Classes Weekdays, Weekends

Course overview

Apache Mahout Training course is online training offered by the online educational platform Mindmajix that is developed to enable the learners to understand the use of  Apache Mahout. The curriculum will walk the participants through many aspects related to the Apache Mahout including Mahout on Apache Hadoop, Setting up  Mahout and Myrrix, Clustering, K-means Canopy Clustering, and many more.

For the learners who plan to join the  Apache Mahout Training online course, there are three modes available to pursue the programme i.e the self-paced e-learning videos, corporate training, and live instructor-led mode. The programme will equip the participants with the ability to do tasks in Apache Mahout, analyze the Big-data using tools, history of Mahout and set up Apache Mahout cluster, etc through many hands-on projects and practical examples.  Mindmajix will also provide the candidates who completed the Apache Mahout Training certification the mock interview, access to the custom resume builder and self-paced videos, etc.

The highlights

  • 100% online course
  • Offered by Mindmajix
  • Flexible Schedule
  • Online Live and Self-paced Training Options
  • FREE Demo on Request
  • 24/7 Lifetime Support
  • Life-Time Self-Paced Videos Access
  • One-on-One Doubt Clearing
  • Certification Oriented Curriculum 

Program offerings

  • One-on-one doubt clearing sessions
  • Certification oriented curriculum
  • Real-time project use cases
  • 20 hours of labs
  • Free demo on request
  • 24/7 lifetime support
  • 30 hours of sessions
  • Online live and self-paced training options

Course and certificate fees

certificate availability

Yes

certificate providing authority

Mindmajix Technologies

What you will learn

Machine learning

After the completion of the   Apache Mahout Training online certification, the learners will be able to understand the concepts and tasks in Apache Mahout and machine learning. Plus, the students will develop a deep knowledge of Classification, Mahout on Amazon, EMR Mahout Vs R, Representing Data Feature Selection, Representing Vectors and whatnot.

The syllabus

Introduction To Machine Learning And Mahout

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

Apache Mahout And Hadoop

  • Mahout on Apache Hadoop
  • Setup Mahout and Myrrix.

Recommendation Engine In Mahout Training

  • Recommendations using Apache Mahout
  • Introduction to Recommendation systems
  • Content 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
  • Log likelihood Similarity
  • Tanimoto Evaluating
  • Recommendation Engines (Online and Offline)
  • Recommendors in Production.

Clustering

  • Clustering
  • 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
  • Representing Vectors
  • Clustering documents through example TF-IDF and Implementing clustering in Hadoop Classification.

Classification

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

Apache Mahout And Amazon EMR

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

Project Included In Mahout Training

  • 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.

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