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Machine learning with Apache Mahout Rated 4.0/5 based on 236 customer reviews

Machine learning with Apache Mahout Training in Chicago-IL, United States

Learn how machine learning helps in predictions, analysis, rapid processing and understand about Apache Mahout and the algorithms it uses for machine learning

  • 30 hours of Instructor-led sessions
  • Beginner to Advanced level
  • Hands-on classes
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Modes of Delivery

Key Features

30 hours of Instructor-led training classes
Immersive hands-on learning
Learn about Apache Mahout and the algorithms it uses for machine learning
Implement and understand various algorithms such as SVM, Naive Bayes, Random Forests, etc.
Learn how machine learning helps in predictions, analysis and rapid processing
Our Apache Mahout experts will guide students in implementing the technology for future projects

Description

Apache Mahout training

Zeolearn brings you an intensive boot camp session on Apache Mahout--the machine learning library that greatly simplifies extracting information from huge data sets and is a popular choice for organizations that work with Big Data. This Machine Learning training is conducted by industry expert trainers who have formulated a course that introduces you to the concepts of machine learning and the Apache Mahout basics. You will learn in a hands on workshop the various algorithms, collaborative filtering and many more advanced topics. Enrol in the Zeolearn academy and get coaching benefits and the confidence to implement Mahout in your workplace.

Apache Mahout’s scalability and robustness makes it an ideal choice for creating machine learning algorithms. These are written on top of Hadoop and work well in distributed environments, providing results fast and effectively. Apache Mahout specialists are in high demand and can help their organizations make intelligent business decisions with their data sets.

Here’s what you will learn from our Machine Learning classes!

  • About big data and how it is changing the way business is done
  • How machine learning helps in predictions, analysis and rapid processing
  • About Apache Mahout and the algorithms it uses for machine learning

Is this Machine Learning certification course right for you?

Analytics Professionals, Data Scientists, Software Developers and Architects, Business Analysts, Professionals working with R, Matlab, Python, or statisticians looking to learn machine learning techniques and even graduates who want to make a career in Big data analytics will benefit from this Apache Mahout course.

Prerequisites:

  • Basic knowledge of Java programming
  • Familiarity with Hadoop terms and concepts would be beneficial but it is not a prerequisite for attendance

Curriculum

  • Machine Learning Fundamentals
  • Apache Mahout Basics
  • History of Mahout
  • Supervised and Unsupervised Learning techniques
  • Mahout and Hadoop
  • Introduction to Clustering
  • Classification
  • Mahout on Apache Hadoop setup
  • Mahout and Myrrix
  • Recommendations using Mahout
  • Introduction to Recommendation systems
  • Content Based (Collaborative filtering, User based, Nearest N Users, Threshold, Item based)
  • Mahout Optimizations
  • 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)
  • Recommenders in Production
  • 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.
  • Examples
  • Basics
  • Predictor variables and Target variables
  • Common Algorithms
  • SGD
  • SVM
  • Navie Bayes
  • Random Forests
  • Training and evaluating a Classifier
  • Developing a Classifier
  • Mahout on Amazon EMR
  • Mahout Vs R
  • Introduction to tools like Weka
  • Octave, Matlab, SAS

Frequently Asked Questions

Machine learning is used to make our systems more intelligent and fit to tackle processing that comes with large amounts of Big Data. Big Data is now in abundance which means that there is an urgent need for algorithm frameworks that can tackle the big data and make intelligent decisions based on it. Mahout is one such framework that uses the machine learning techniques and helps derive business decisions. Professionals who wish to get into analytics need to undergo machine learning course to understand the aspects of machine learning and its uses. Zeolearn brings a comprehensive Machine learning training that introduces to all the benefits of Machine learning and its fundamental uses. Our workshop has been carefully designed by trainers who are industry experts who will hand-hold you through the various concepts. The demo and practice sessions, lectures and materials such as case studies and extensive glossary and courseware will help you to completely master Mahout and gain confidence in handling data analytics to derive business insights and help your organization. 

  • Machine learning and what it is
  • Machine learning techniques
  • Implement and understand various algorithms such as SVM, Naive Bayes, Random Forests, etc.
  • Recommendation system
  • Collaborative filtering, Clustering and Categorization
  • About the use of Mahout in Big Data analysis
  • Implementing a recommender using MapReduce
  • Introduction to tools like Weka, Octave, Matlab, SA

Zeolearn brings you online mentor driven courses that not only helps professionals gain theoretical expertise but also the practical experience in a wide variety of courses including courses on Big Data such as Hadoop Administration and Apache Spark and Scala, which are very popular. The fact that our workshops are mentor driven gives us an edge over other training institutes since you can learn from industry experts about the application and challenges of upcoming technologies. We have so far trained thousands of professionals with the skills needed to land lucrative jobs and you could be next!

You will receive Apache Mahout Certification in the form of a course completion certificate.

Towards the end of the course, all participants will be required to work on a project to get hands on familiarity with the concepts learnt. You will write your own Apache Mahout code and implement it with support from your mentors. This project, which can also be a live industry project, will be reviewed by our instructors and industry experts. On successful completion, you will be awarded a certification.

Classes are held on weekdays and weekends. You can check available schedules and choose the batch timings which are convenient for you.

You may be required to put in 10 to 12 hours of effort every week, including the live class, self study and assignments.

Your classes will be held online. All you need is a windows computer with good internet connection to attend your classes online. A headset with microphone is recommended.

You may also attend these classes from your smart phone or tablet.

Don’t worry, you can always access your class recording or opt to attend the missed session again in any other live batch.

Analytics Professionals, Data Scientists, Software Developers and Architects, Business Analysts, Professionals working with R, Matlab, Python, or statisticians looking to learn machine learning techniques and even graduates who want to make a career in Big data analytics will benefit from this course.

  • Operating system such as Mac OS X, Windows or Linux
  • 4 GB RAM
  • Dual Core CPU

Machine learning with Apache Mahout Course in Chicago-IL

Introduction

Home to the iconic deep dish pizza and the very first skyscraper to be builtin the continental US, Chicago has always stood for innovation and creativity. And now, it is fast transforming into a tech hub with some of the top tech giants setting up shop here. With top-grade infrastructure, premier educational and research facilities, gourmet restaurants, reasonable prices, it is easy to see why Chicago is fast gaining traction as a tech hub. This has led to an increase in opportunities for skilled professionals.

About the course

Companies have long realised that real-time business analytics is critical to their success, which is why most companies have started optimising their processes. But when it comes to big data, processing the same in real-time to obtain key business insights can be cumbersome which is why organisations opt to use Apache Mahout. As a result, there is a greater demand for Apache Mahout professionals which is why you need to check out Zeolearn academy as it offers a comprehensive Apache Mahout machine learning course in Chicago. The machine learning training in Chicago comes with over thirty hours of interactive training sessions and the modules are taught by certified trainers. The course should enable you to configure Apache Mahout, to use it with Hadoop and to develop machine learning algorithms to streamline data processing. It should enable you to source, process and analyse large data sets rapidly. The machine learning classes in Chicago come with extensive lab sessions with exercises at the end of each module. The course is priced quite reasonably, offers step-by-step training covering all fundamentals and comes with a valid machine learning certification in Chicago.

What you learn

Our machine learning course in Chicago offers the following:

  • Interactive training sessions
  • Modules headlined by leading experts
  • Classes on Apache Mahout machine learning
  • Materials on Big data and analytics
  • To develop and configure Apache Mahout to use with Hadoop for rapid data processing
  • To streamline data processing
  • To learn about big data
  • To process, develop and analyse large data clusters
  • To automate processes
  • Extensive lab sessions, practical and demo

Course objectives

  • To enhance business efficiency and process large data clusters in real time for effective business analytics
  • To streamline data processing, from sourcing to analysing large data clusters

Highlights:

  • Virtual training sessions
  • Apache Mahout and machine learning algorithms
  • Flexible schedule
  • Competitive pricing and fees
  • Money-back guarantee

Is this course right for you?

As a business analyst, you may be looking to specialise further and Zeolearn’s machine learning course in Chicago should be perfect for you. Check it out and enroll soon.

Prerequisite

You are expected to be familiar with Java and Hadoop concepts. The course should help develop your skills as a business analyst.

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