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Machine Learning with Mahout Certification Training ( S003 )

4.5 + (25,859) Students Ratings

Machine Learning with Mahout course is designed by industry experts to help you understand how to build and customize scalable machine-learning algorithms using Apache Mahout. This course covers various concepts like Recommendations using Mahout, classifiers and Recommenders, the process of Collaborative Filtering, Clustering, Document clustering, Data classification, Pattern Mining, Frequent Pattern Growth.

Course Price :

₹9,211
₹10,234
10%
off

Live Instructor

Available

Self Paced

Think Bigger Advantage

Live Online Classes

All our Classes are Live Instrucotor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schdules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of Completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Training Schedule
Batch Start Date Days of Training Weekday/ Weekend Timings
 
 
 
 
 

Course Curriculum

Learning Objectives - This module helps you to understand Machine Learning and also you will get to know how Apache Mahout algorithms are used in building intelligent applications. 

Topics

  • Fundamentals of Machine Learning.
  • Basics of Apache Mahout
  • Mahout history
  • Techniques of Supervised and Unsupervised Learning
  • Mahout and Hadoop
  • Clustering Introduction.
  • Classification

Learning Objectives - This module gives you knowledge on how to set up Mahout on Apache Hadoop. You will learn about Myrrix Machine Learning Platform. 

Topics

  • Setting up Mahout on Apache Hadoop 
  • Mahout and Myrrix.

Learning Objectives - This module, covers the concept of recommendation system in Mahout and also different filter methods. 

Topics

  • Recommendations using Mahout 
  • Recommendation systems Introduction
  • Content Based  which includes Collaborative filtering, User based, Nearest N Users, Threshold and Item based 
  • Mahout Optimizations.

Learning Objectives - This module gives in-depth knowledge about Recommendation platforms and you will also learn how to implement a Recommender using MapReduce. 

Topics

  • User based recommendation, 
  • User Neighbourhood, 
  • Item based Recommendation, 
  • Implementation of Recommender using MapReduce, 
  • Platforms: Similarity Measures, Manhattan Distance, Euclidean Distance, Cosine Similarity, Pearson's Correlation Similarity, Likelihood Similarity, Tanimoto, Evaluating Recommendation Engines in both Online and Offline, Recommenders in Production.

Learning Objectives - This module helps you to learn the concept of ‘clustering’ in Mahout and also give an overview of common Clustering Algorithms.

Topics

  • 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

Learning Objectives - In this module you will understand the algorithms of Classifier and the common Classifier.

Topics

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

Learning Objectives - In this module, you will understand how Mahout can be used on Amazon EMR Hadoop distribution.

Topics

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

Learning Objectives - Upon completion of this module you will be able to develop an intelligent application using Mahout on Hadoop. 

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Structure your learning and get a certificate to prove it.

Course Details

Upon completion of the Apache Mahout Course at IQ Training, you should be able to: 

  1. Gain a comprehensive knowledge of Machine Learning techniques. 
  2. Understand the algorithms of SVM, Naive Bayes, Random Forests etc
  3. Implementation of algorithms using 'Apache Mahout'
  4. Understand the recommendation system
  5. Understand about Collaborative filtering, Clustering and Categorization
  6. Analyze Big Data using Hadoop and Mahout
  7. Implementation of a recommender using MapReduce
  8. Understand different tools like Weka, Octave, Matlab, SAS

This course is designed for professionals who are interested in learning ML techniques in the big data domain. The following professionals can opt for this course : 

  1. Analytics Professionals
  2. Data Scientists
  3. Software Developers and Architects
  4. Business Analysts who wish to learn Mahout for the implementation of Machine Learning
  5. Professionals working with R, Matlab, Python, etc. 
  6. Statisticians looking to learn machine learning techniques
  7.  Graduates aspiring to take a leap in the analytics domain

There are no pre-requisites required for this course. However, the basics of Java and Hadoop are recommended but not mandatory as these concepts are also covered during the course.

Machine Learning with Mahout Certification Training Ceritficate

Machine Learning with Mahout Certification Training Reviews

25,859

Total number of reviews

4.5

Aggregate review score

80%

Course completion rate

Machine Learning with Mahout Certification Training Features

Live Online Classes

All our Classes are Live Instructor led online sessions. You can attend at the comfort of your place and Login to our Classes.

LMS (Learning Management System)

LMS will help you to organize your all training material, session videos and review at later date. You can access LMS anytime and review your completed classes. If you miss any class, then you can review the missed class in LMS.

Flexible Schedule

For some reasons, you can not attend the Classes, we can enroll you in the next possible classes. we assure flexibility in class schedules.

Lifetime Access to Learning Platform

You will get Lifetime free access to LMS(Learning Mangement System) You can access all Videos, class room assignments, quizzes, Projects for Life time. You will also get free video sessions for Life time.

Highest Course Completion Rate

We have the highest course completion rate in the Industry. If you miss a class, you can opt for the missed class in different batch. We assure you the best training possible for you to succeed.

Certificate of completion

We provide you the Industry recognized Certification of Course completion This certificate will sometimes helps you to get reimbursement of training expenses by your company.

Like the course? Enroll Now

Structure your learning and get a certificate to prove it.

Machine Learning with Mahout Certification Training FAQs

You will never miss a class at IQ Online Training! You can choose either of the two options:

  1. View the recorded session of the class available in your LMS or
  2. You can attend the missed session in any other live batch.

After the enrolment, the LMS access will be instantly provided to you able to access for lifetime which includes complete set of previous class recordings/PPTs/PDFs/assignments. You can start learning right away.

Your access to the Support Team is for lifetime. Our team will help you in resolving queries, during and after the course.

Yes, once enrollment has done for course. Access to the course material will be available for lifetime.

You can Call our support numbers listed in site OR Email us at info@iqtrainings.com.

You can view in-depth class sample recordings before the enrollment. Experience the complete learning instead of a demo session with our expertise.

All the instructors are Industry experts with minimum 10-12 yrs of relevant IT experience. They are subject matter experts and are well trained for providing an awesome learning experience to the participants.

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