Machine Learning with Mahout Certification Training
Learn from the Best, Learn from TopD
Features of This Course
Why Choose Machine Learning with Mahout Certification Training?
TopD Learning’s Machine Learning with Mahout Certification Training will help you master various concepts like Machine Learning, recommenders, and classifiers. You will gain an in-depth understanding of basic and advanced ML algorithms in our Mahout Machine Learning training. Master the skills you need to implement ML algorithms using Mahout in your organization’s Hadoop stack and Amazon cloud.
Course Curriculum
Objectives – In this module you will understand what ‘Machine Learning’ is and How ‘Apache Mahout’ algorithms are used in building intelligent applications.
Topics – Machine Learning Fundamentals, Apache Mahout Basics, History of Mahout, Supervised and Unsupervised Learning techniques, Mahout and Hadoop, Introduction to Clustering, Classification.
Objectives – In this module you will understand how to set up Mahout on Apache Hadoop. You will also get an understanding of Myrrix Machine Learning Platform.
Topics – Mahout on Apache Hadoop setup, Mahout and Myrrix.
Objectives – In this module you will understand the recommendation system in Mahout and different filtering methods.
Topics – Recommendations using Mahout, Introduction to Recommendation systems, Content Based (Collaborative filtering, User based, Nearest N Users, Threshold, Item based), Mahout Optimizations.
Objectives – In this module you will understand the Recommendation platforms and implement a Recommender using MapReduce.
Topics – 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.
Objectives – In this module, you will understand what is ‘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.
Objectives – In this module you will understand clearly what is Classifier and the common Classifier Algorithms.
Topics – Examples, Basics, Predictor variables and Target variables, Common Algorithms, SGD, SVM, Navie Bayes, Random Forests, Training and evaluating a Classifier, Developing a Classifier.
Objectives – At the end of this module, you will get an understanding of 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.
Objectives – In this module you will develop an intelligent application using Mahout on Hadoop.
Topics – A complete recommendation engine built on application logs and transactions.
Apache Mahout Training Course Features
Instructor-led Live Sessions
We use only the finest instructors in the IT industry with good experience. Learn from our instructor and interact live at your desired place via virtual learning programs scheduled to run at specific times.
E-Learning Self-Paced Training
We offer self-paced training programs, which are structured in modules so as to offer maximum flexibility to those who wish to work around their already hectic schedules.
One to One Training
We offer is one to one training as a mode of educational training where you can Interact one to one with the instructor to get a fully focused training experience. It is preferred by students who prefer a personalized approach.
24 x 7 Expert Support
We have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
Certification
After successfully completing your course & projects, TopD Learning will provide a professional certification for you.
Lifetime Access
You will get lifetime access to our LMS where quizzes, presentations & class recordings are available.
Course Completion Certification
Give your resume a BOOST, and join Top Companies with a good package.
You will receive a course completion certificate post completing all assignments & tasks certifying that you have learned the skills and completed the course successfully.
Frequently Asked Questions
FAQs
Our course structure is in-line with the requirements of the certification, hence with our training you can clear the exam and get certified.
You will never miss a lecture at TopD Learning! We’ve got you covered:
- View the recorded session of the class available in your LMS.
- You can attend the missed session, in any other live batch.
