Machine Learning with Mahout Certification Training

Access Duration - 365 Days
Awarded By  Edureka Awarded By Edureka
Guided Learning Hour 20 Guided Learning Hours (20)
Course Materialr Course Material
Self-study Online
4.5( 2 REVIEWS )
122 STUDENTS
£179.00
 

What Will I Learn?

Gain insight into machine learning and what it is
Learn supervised and unsupervised learning techniques
Understand Mahout and Hadoop
Gain an introduction to clustering
Learn about the recommendation system

Overview

Machine Learning with Mahout Certification Training is designed to teach individuals about Big Data and machine learning and how the Mahout complements the Hadoop eco system. For individuals aspiring to learn all about machine learning techniques, this is a great course to get started on. The course will focus on the algorithms of SVM, Random Forests and Naïve Bayes. You will learn to implement these algorithms using Apache Mahout and understand Clustering, Collaborative Filtering and Categorisation.

Machine Learning with Mahout Certification Training will cover key topics that will get learners up to date on how to analyse Big Data using Mahout and Hadoop. You will gain a clear understanding of the basics to advance features and functions of machine learning, and how to process large volumes of data sets. You will learn to use Mahout Libraries to develop fast and sequential classifiers capable of processing a large database of documents.

Machine Learning with Mahout Certification Training will help you master the skills required to implement machine learning algorithms. Qualifying in this course will set you in the right direction, giving you the opportunity to open the door to new and exciting job roles in data and data analytics.

Why You Should Consider Taking this Course at Global Edulink?

Global Edulink is a leading online provider for several accrediting bodies, and provides learners the opportunity to take this exclusive course awarded by Edureka. At Global Edulink, we give our fullest attention to our learners’ needs and ensure they have the necessary information required to proceed with the Course.  Learners who register will be given excellent support, discounts for future purchases and be eligible for a TOTUM Discount card and Student ID card with amazing offers and access to retail stores, the library, cinemas, gym memberships and their favourite restaurants.

  • Access Duration
  • Who is this Course for?
  • Entry Requirement
  • Method of Assessment
  • Certification
  • Awarding Body
  • Career Path & Progression

The course will be directly delivered to you, and you have 12 months access to the online learning platform from the date you joined the course.  The course is self-paced and you can complete it in stages, revisiting the lessons at any time.

This course is recommended for individuals interested in learning machine learning techniques,
  • Data Scientists
  • Software Developers
  • Analytics Professionals
  • Business Analysts
  • Learners should be over the age of 16, and have a basic understanding of English, ICT and numeracy.
  • A sound educational background is recommended
  • Basic knowledge in Java and Hadoop is recommended

In order to complete the Course Machine Learning with Mahout Certification Training, learners will have to submit an assignment. The assignment will demonstrate your familiarity with the particular subject and will test your ability to apply it in a real-world scenario.

Upon the successful completion of the course, you will be awarded the Certificate for Machine Learning with Mahout Certification Training by Edureka.

Edureka is a pioneer in online learning and an agency that has frequently and consistently collaborated with educational and academic institutes. It guarantees expert commitment and is dedicated to learners taking their courses. Edureka is internationally recognised and takes learners a step closer to a leading career in the IT industry.

Machine Learning with Mahout Certification Training will improve your candidature for a number of jobs in Big Data.  You can study further courses in the same field and enhance your academic expertise in machine learning, and add this as a valuable skillset on your resume. Your skills will be recognised by leading organisations that give you the opportunity to land a well-paying job as a data expert. Given below are job titles you can compete for, along with the average UK salary per annum according to https://www.glassdoor.com.

  • Data Scientists - £75,000 (Approximately)
  • Software Developers - £70,000 (Approximately)
  • Business Analysts - £64,000 (Approximately)
 

Key Features

Gain an Accredited UK Qualification
Access to Excellent Quality Study Materials
Personalised Learning Experience
Support by Phone, Live Chat, and Email
Eligible for TOTUM Discount Card
UK Register of Learning Providers Reg No : 10053842

Course Curriculum

1: Introduction to Machine Learning and Apache Mahout
Machine Learning Fundamentals
Apache Mahout Basics
History of Mahout
Supervised and Unsupervised Learning techniques
Mahout and Hadoop
Introduction to Clustering
Classification
2: Mahout and Hadoop
Mahout on Apache Hadoop setup
Mahout and Myrrix
3: Recommendation Engine
Recommendations using Mahout
Introduction to Recommendation systems
Content Based (Collaborative filtering, User based, Nearest N Users, Threshold, Item based)
Mahout Optimizations.
4: Implementing a recommender and recommendation platform
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
5: Clustering
Clustering
Common Clustering Algorithms
K-means
Canopy Clustering
Fuzzy K-means and Mean Shift etc
Representing Data
Feature Selection
Representing Vectors
Clustering documents through example
TF-IDF
Implementing clustering in Hadoop
Classification
6: Classification
Examples
Basics
Predictor variables and Target variables
Common Algorithms
SGD
SVM
Navie Bayes
Random Forests
Training and evaluating a Classifier
Developing a Classifier
7: Mahout and Amazon EMR
Mahout on Amazon EMR
Mahout Vs R
Introduction to tools like Weka
Octave
Matlab
SAS
8: Project
A complete recommendation engine built on application logs and transactions
Vectorization

Students feedback

4.5

Average rating (2)
4.5
5 Star
4 Star
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2 Star
1 Star
    E M

    Ernest Macdonald

    May 07, 2021
    Great support

    I received great support from this provider. The team has been friendly and flexible, resolving even the smallest issues I had prior to starting the course.

    K P

    Kristoffer Polaha

    January 30, 2021
    Successful results

    The course provided a blend of machine learning and big data and offered insight into what Machine Learning is all about.

£179.00
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