Mahout Training

Key Features

  • Course Duration : 9 hrs
  • Hands on Exercise and Project Work: 18 hrs
  • Access Duration: Lifetime
  • 24 x 7 Support
  • Get Certified
  • Job Assistance

About Course

Learn to build and customize scalable machine-learning algorithms using Apache Mahout

This Apache Mahout Training is a comprehensive online training course on Mahout and machine-learning algorithms. It covers Introduction to Mahout, Machine-learning, Recommendations using Mahout, Classifiers and Recommenders, Collaborative Filtering process, Clustering process, Document Clustering, Classification Data, Pattern Mining, Pearson Correlation and Frequent Pattern Growth.

Key Features:

  • 9 hours of High-Quality in-depth Video E-Learning Sessions
  • 18 hours of Lab Exercises
  • This certification training will prepare you for Mahout Certification
  • 70% of extensive learning through Hands-on exercises , Project Work , Assignments and Quizzes
  • 24*7 Lifetime Support with Rapid Problem Resolution Guaranteed
  • Lifetime Access to Videos, Tutorials and Course Material
  • Guidance to Resume Preparation and Job Assistance
  • Step-by-step Installation of Software
  • Course Completion Certificate from Intellipaat

Learning Objectives:

After completion of this certification training on Mahout, you will be able to:

  • Understand Machine-learning techniques with Mahout
  • Execute Collaborative Filtering and Pearson Coefficient Algorithm
  • Implement Recommender using MapReduce
  • Understand the use of Clustering and Vectorizing documents (unstructured data)
  • Gain insight into Classifiable Data
  • Learn the concept of Logistic Regression
  • Understand Euclidean Distance Measure basic concepts

Recommended Audience:

  • Data Analysts and Data scientists looking to taper their skills of machine learning
  • Software Developers, testers and IT engineers
  • Professionals working with Hadoop, Big Data and Machine Learning
  • Graduates aiming to build career in Data Analytics

Prerequisites:

  • Java Programming basics will be beneficial

Why take Mahout Training Course?

  • Mahout processes vast amounts of data at a rapid rate, finding solutions to all data-related problems.
  • While every organization today deals with huge amounts of data, Apache Mahout is the perfect analyze and manage data and thus, there are ample job opportunities for Mahout Experts.
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Mahout Course Content

Mahout Overview

Classification and Recommendation, Clustering in Mahout, Pattern Mining, Understanding machine Learning, Using Model diagram to decide the approach, Data flow, Supervised and Unsupervised learning

Mahout Recommendations

Concept of Recommendation, Recommendations by E-commerce site, Comparison between User Recommendations and Item recommendation, Define recommenders and Classifiers, Process of Collaborative Filtering, Explaining Pearson coefficient algorithm, Euclidean distance measure, Implementing a recommender using map reduce

Clustering Session 1

Defining Clustering, User-to-user similarity, Clustering Illustration, Euclidean distance measure, Distance measure vector, Understanding the process of Clustering, Vectorizing documents-Unstructured data

Clustering Session 2

Document clustering, Sequence-to-sparse Utility, K-Mean Clustering

Classification Session 1

Terminology, Predictor and Target variable, Classifiable DataKey Challenges in Classification algorithm, Vectorizing Continuous data, Classification Examples, Logic Regression and its examples

Clustering and Classification Session 2

Clustering, Clustering Process, Transaction Clustering, Different techniques of Vectorization, Distance measure, Clustering algorithm-K-MEAN, Clustering Application-1, Clustering Application-2, Sentiment Analyzer

Pattern Mining

Pearson Coefficient, Collaborative Filtering Process, Collaborative Filtering, Similarity Algorithms, Pearson Correlation, Euclidean Distance Measure -Frequent Pattern & Association rules, Frequent Pattern Growth

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Sample Mahout Video Tutorials

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Mahout Certification

 This course is designed for clearing Mahout Certification Exam  . At the end of the course there will be a quiz and project assignments once you complete them you will be awarded with Intellipaat Course Completion certificate. Become in demand with Intellipaat certifications

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Mahout Training Reviews

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  1. Luci 

    Great Course Material

    The course material for Mahout has been quite informative. its a great effort and I must appreciate the hard work put in by the experienced and renowned tutors.

  2. Bhanu 

    Great Platform to Learn

    Hello Sir, I must first of all appreciate the wonderful efforts put in by the Intellipaat team to come up with such a good platform to encourage learning of Mahout.

  3. Arjun 

    Great Training Session

    Dear all, Intellipaat Course is nicely split in small parts very well suitable for learning, even with short time slot available. I appreciate the availability of Video AND Transcript for each training session.

  4. Bhupi 

    Very Helpful Resource

    It's the very helpful resource to learn and understand the compents required/involved in the Mahout. Thank you Intellipaat..!!

Frequently Asked Questions about Mahout

What are the different modes of training that Intellipaat provides?
At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.
Can I request for a support session if I need to better understand the topics?
Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.
Can you explain the benefits of the Intellipaat self-paced training?
Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.
What kind of projects are included as part of the training?
Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.
Does Intellipaat offer job assistance?
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.
Is it possible to switch from self-paced training to instructor-led training?
You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.
How are Intellipaat verified certificates awarded?
Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.
Will The Job Assistance Program Guarantee Me A Job?
In our Job Assistance program we will be helping you land in your dream job by sharing your resume to potential recruiters and assisting you with resume building, preparing you for interview questions. Intellipaat training should not be regarded either as a job placement service or as a guarantee for employment as the entire employment process will take part between the learner and the recruiter companies directly and the final selection is always dependent on the recruiter.
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Self-paced
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