Machine Learning with Mahout Certification Training

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Machine Learning with Mahout Certification Training

An online course that combines machine learning with big data, as well as where Mahout fits in the Hadoop ecosystem.

Why Enroll In Course?

Machine Learning with Mahout Certification Training equips individuals with the skills to design and manage machine learning solutions using Apache Mahout. The program offers a recognized certification validating their expertise, along with practical, hands-on experience. With machine learning being widely used in various industries, mastering Mahout can open up career opportunities in data science, AI, and machine learning development.

Training Features

Live Interactive Learning

Lifetime Access

24x7 Support

Hands-On Project Based Learning

Industry Recognized Certification

Cloud

Course Curriculum

Recommendation Engine

Learning Objectives- This lesson will teach you about Mahout's recommendation system and several filtering approaches.

Topics- Recommendations for using Mahout, An Overview of Recommendation Systems, Mahout Optimizations, Content Based (Collaborative Filtering, User Based, Nearest N Users, Threshold, Item Based).

Implementing a recommender and recommendation platform

Learning Objectives- This session will teach you about recommendation platforms and how to build a recommender using MapReduce.

Topics - User Recommendation, User Neighborhood, Item Recommendation Using MapReduce to implement a Recommender, Platforms: Manhattan Distance, Euclidean Distance, Cosine Similarity, Pearson's Correlation Similarity, Likelihood Similarity, Tanimoto, Evaluating Recommendation Engines (Online and Offline), Production Recommendors.

Clustering

Learning Objectives - This module will assist you in comprehending 'Clustering' in Mahout as well as providing an overview of typical Clustering Algorithms.

Topics - Clustering, Common Clustering Algorithms, K-means, Canopy Clustering, Fuzzy K-means, and Mean Shift, among other things, Data Representation, Feature Selection, Vectorization, Vector Representation Document clustering using TF-IDF, for example Clustering in Hadoop, Classification.

Classification

Learning Objectives - This lesson will provide you with a thorough grasp of Classifiers and popular Classifier Algorithms.

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

Mahout and Amazon EMR

Learning Objectives You will grasp how to utilize Mahout on Amazon EMR Hadoop distribution at the conclusion of this module.

Topics- Mahout on Amazon EMR, Mahout Vs R, Introduction to tools like Weka, Octave, Matlab,

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Certification

CertHippo Certification Process:

fter completing the project successfully (as reviewed by a Certhippo expert), you will be granted the Certhippo Machine Learning with Mahout Expert Certificate.

CertHippo certification is widely recognized in the industry, and we are the chosen training partner for many multinational corporations, including Cisco, Ford, Mphasis, Nokia, Wipro, Accenture, IBM, Philips, Citi, Ford, Mindtree, BNY Mellon, and others. Please be confident.

Online Training FAQs

How soon after Signing up would I get access to the Learning Content?

Your LMS (Learning Management System) access will be activated as soon as you enrol in the course. You will get immediate access to our course content in the form of Videos, PPTs, PDFs, and Assignments. You may begin learning immediately.

Will I Get Placement Assistance?

To assist you in this attempt, we have included a résumé building feature in your LMS. You will now be able to generate a winning CV in just three simple steps. You will have limitless access to these templates across all jobs and designations. Simply log in to your LMS and select the "create your resume" option.

What are the payment options?

We have included a résumé building option in your LMS to aid you in this endeavor. You may now create a winning CV in just three easy steps. These templates will be available to you indefinitely across all positions and designations. Simply connect in to your LMS and choose "create your resume."

Course Description

About The Course

This course covers the principles of machine learning techniques such as Support Vector Machines, k-means clustering, Random Forests, Collaborative filtering, and recommendation systems such as Mahout on Hadoop and Amazon EMR, among others.

Course Objectives

You should be able to do the following after finishing the Apache Mahout Course at Certhippo:

Gain an insight into the Machine Learning techniques.
Understand the algorithms of SVM, Naive Bayes, Random Forests,etc.
Implement these using ‘Apache Mahout’
Understand the recommendation system
Learn Collaborative filtering, Clustering and Categorization
Analyze Big Data using Hadoop and Mahout
Implementing a recommender using MapReduce
Introduction to tools like Weka, Octave, Matlab, SAS

Who should go for this course?

This course is intended for anybody interested in studying machine learning techniques in the big data area and developing intelligent applications using Apache Mahout. This training is open to the following professionals:

Analytics Professionals
Data Scientists looking to hone their machine learning skills
Software Developers and Architects
Business Analysts wanting to learn Mahout for ML implementation
Professionals working with R, Matlab, Python, etc.
Statisticians looking to learn machine learning techniques
Graduates aspiring to take a leap in analytics domain

Pre-requisites

Basic Java and Hadoop expertise is suggested but not required because these concepts will be presented during the course.

Why Learn Machine Learning with Mahout?

Companies and businesses’ performance in the new information era of exponential data expansion is determined by how fast and efficiently they convert huge volumes of data into useful information. The demand for tools that can organize and enrich data has never been stronger, whether it’s for processing hundreds or thousands of personal e-mail messages per day or driving user intent from petabytes of weblogs. That is both the basis and the promise of machine learning and Apache Mahout.

Projects

How will I execute the Practicals?

We will assist you in installing the CertHippo Virtual Machine on your system for your practical work. This will be a local connection for you. The installation instructions is available in LMS.