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Apache Mahout Training
- Duration : 30 Hrs
- Learners : 890
- Lab Sessions : 20
- Certification : Guaranteed
About Mindmajix
Mindmajix apache mahout course will introduce you to the basic blocks of machine learning, and where Mahout fits in. This training covers recommendation systems, what are their types, how to choose a similarity algorithm, and a typical design of a recommendation system. This course explores many examples of recommendations in the real world. You will gain in-depth knowledge on running recommendations for a pretty large dataset on Hadoop over Amazon Elastic MapReduce. This training also covers the basics of Clustering, a typical Clustering algorithm, with an example, the basics of Classification, its types and some examples.
Apache Mahout is being used by most of the world’s top multinationals. Apache Mahout professionals are earning very high salaries when compared with other technologies.With high demand and a number of job opportunities in this field, the following people will get benefited from this course
Machine Learning, Hadoop and Big Data professionals
Data Analysts
Data scientists
Job seekers looking for a career in Data Analytics
An in-depth knowledge on Apache Mahout project which focuses on all the critical components of Apache Mahout will be provided by our trainer. As a result, you can increase your visibility and increase your efficiency and draw real connections between different components of Apache Mahout. You will also get the complete apache mahout training material covering all the aspects of this project.
| Hadoop Certification | Hadoop Adminstartion |
| Big Data On AWS | MapReduce |
| Informatica Big Data Integration | Informatica Big Data Edition |
| Bigdata Greenplum DBA | Hadoop Hive |
| Impala | Hadoop Testing |
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
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.
This module is designed to give you thoroughly over the clustering concepts.
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.
By the end of this training module, you will be able to develop a classifier on your own.
Examples
Basic Predictor variables and Target variables
Common Algorithms
SGD
SVM
Navie Bayes
Random Forests
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.
Free Demo for Corporate & Online Trainings.
Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Mindmajix verifies their technical background and expertise.
We record each LIVE class session you undergo through and we will share the recordings of each session/class.
Trainer will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.
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 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of prior request.
The Training itself is Real-time Project Oriented.
There are some Group discounts available if the participants are more than 2.
As we are one of the leading providers of Live Instructor LED training, We have customers from USA, UK, Canada, Australia, UAE, Qatar, NZ, Singapore, Malaysia, India and other parts of the world. We are located in USA. Offering Online Training in Cities like
New York, New jersey, Dallas, Seattle, Baltimore, Houston, Minneapolis, Los Angeles, San Francisco, San Jose, San Diego, Washington DC, Chicago, Philadelphia, St. Louis, Edison, Jacksonville, Towson, Salt Lake City, Davidson, Murfreesboro, Atlanta, Alexandria, Sunnyvale, Santa clara, Carlsbad, San Marcos, Franklin, Tacoma, California, Bellevue, Austin, Charlotte, Garland, Raleigh-Cary, Boston, Orlando, Fort Lauderdale, Miami, Gilbert, Tempe, Chandler, Scottsdale, Peoria, Honolulu, Columbus, Raleigh, Nashville, Plano, Toronto, Montreal, Calgary, Edmonton, Saint John, Vancouver, Richmond, Mississauga, Saskatoon, Kingston, Kelowna, Hyderabad, Bangalore, Pune, Mumbai, Delhi, Dubbai, Doha, Melbourne, Brisbane, Perth, Wellington, Auckland etc…
MAPR provides Ecosystem certification for Apache Mahout. The detailed information is available here. For passing this certification exam, an in-depth understanding of all the Apache Mahout concepts is recommended. The learning path and the project Mindmajix comes up with will be exactly in line with the certification program which enables you to clear Apache Mahout certification exam with greater ease and secure a job in top multinationals.
MindMajix Apache Mahout Course Completion Certificate
Mindmajix guarantees that the educational experience you gain will deliver value even after you complete the course with its course completion certificate. This will undoubtedly be one of the valuable certifications for your career path and your first step in building a career in this course. You can earn this after successful completion of your project work and can get your CV noticed. It also shows you are motivated to learn and that you have genuine expertise.
