One Day workshop on Classification - A Machine Learning Foundation part of #doppa17
Classification is one of the most widely used techniques in machine learning, with a broad array of applications, including sentiment analysis, ad targeting, spam detection, risk assessment, medical diagnosis and image classification. The core goal of classification is to predict a category or class y from some inputs x.
Through this workshop, you will become familiar with the fundamental classification models and algorithms.
This is being taught by one of the most renowned Professor Dr Vivek Vijay from IIT Jodhpur whose specialization is Machine Learning and Data Science.
In this workshop, we will discuss some of the famous generative and discriminative learning algorithms which are a foundation building blocks for any Machine Learning program.
Do not miss to learn the following classification methods used in Machine learning from an expert in this area - Dr Vivek Vijay
Logistic Regression
Bayesian Classifier
Naïve Bayes Classifier
K – Nearest Neighbor
Decision Tree Learning
Artificial Neural Network
Trainer Details
Dr Vivek Vijay is a seasoned Machine Learning expert and is a professor in IIT Jodhpur. Dr Vijay’s expertise lies in Machine learning and Data science. Prior to IIT he was Manager derivatives in Quantitative Finance in Syntel Inc. Dr Vivek has held various faculty positions across multiple institutes. Dr Vivek has published multitude of papers in International Journals and is a Ph.D in Statistics from IIT Mumbai. He as coauthored a book titled “Systems Thinking Approach for Social Problems” and is a recipient of best faculty award from IIT Jodhpur.
Who Should Attend
Anyone who wants to learn the first step in machine learning which is classifications should be part of this program. It can be existing professionals in the area of testing , development or even operations. This program is also relevant for any student who is pursuing their Bachelors or Masters in IT, CSE or Electronics.
What to bring
Please bring in your laptop
Duration
1 Day
Lunch / Tea / Cofee would be served during the workshop.
Please get in touch with Harsh.Shah@ATAEvents.org if you have a larger group or there is a corporate enquiry.