Past Meetup

Fun with Machine Learning and Predictive Analysis

This Meetup is past

24 people went

Jacksonville Public Library : Southeast Regional

10599 Deerwood Park Boulevard · Jacksonville, FL

How to find us

The meetup will be at Room B, As soon as you enter, turn to your right.

Location image of event venue

Details

So, first time about Mahout at Jacksonville- I am introducing this seminar in anticipation with booming nature of Analytics domain and huge volumes of data collected by the organizations in various formats. To generate valuable information and to make a managerial decision from these large chunks of data, organizations have started using powerful tools and software which in turn help them increase their revenues. Mahout is one such tool/Apache project which uses library of algorithms for large scale text documents, classify and organize them into groups of technically related documents; and generate results that are valuable to the organizations. ‘Mahout’ by HUGNOFA caters to a wide range of audiences including the Data Analyts, Java Programmers, Hadoop Developers/Administrators/Architect and anyone who aspires to seek a career in Big Data domain.

I will kick start by familiarizing the learners with fundamental knowledge of Machine Learning techniques like Clustering, Collaborative Filtering, and Classification; and would also explain where Mahout fits in. After learner’s acquaintance with Machine Learning techniques, I will give an in-depth understanding of concepts like recommendation systems, their types, how to choose a similarity algorithm, typical design of a recommendation system; and clustering and classification. Also, learners will be exploring many examples of recommendations. I will also introduce decision trees and will showcase how you will use it for predictive analysis. And of course , at the end , you will know what entropy is, and what information gain is.

Please reserve asap as library has a limited capacity. We have allowed only first 35. Sorry for the inconvenience.