FEB 17 / 10 AM - 6PM
WORKSHOP FOR BEGINNERS
In this workshop, you will learn about the most effective machine learning techniques and implement them in python programming language. More importantly, you'll learn about not only the theoretical underpinnings of machine learning, but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems.
Co-founder & CTO at Connaizen
Workshop not only covers the theoretical concepts but also takes care of application aspects. We’ll make you solve the toughest problems using skillsets gained from the workshop. Following are some of the case studies we’ll get into-
CASE STUDY 1
Understanding Bank Customer
Use python and pandas to explore the patterns in customer to merchant interactions through transactions. Understand the RFM model (Recency, Frequency and monetary).
CASE STUDY 2
House Price Prediction
Predicting the prices of a house on the basis of historical sales data. Understanding how features such as location, area, balconies, etc. affect the price of a house.
CASE STUDY 3
Involves text analytics for feature generation and implementation of classification algorithms to classify documents into predefined categories.
CASE STUDY 4
Handwritten Digit Recognition
Using some advanced machine learning algorithms such as Artificial Neural Network and Support Vector Machines to build digit recognition system.
CASE STUDY 5
Satellite Image Segmentation
This case study is an application of clustering algorithm on satellite images. Objective is to cluster similar components and extract desired ones from the image.
CASE STUDY 6
Offer Recommender System
Using bank’s card transaction data to understand unstated preferences of customers and recommend them right offers at the right time.
Connaizen Software Pvt. Ltd.
849-B, 8th Floor, JMD Megapolis,
Sohna Rd, Sector 48, Gurugram,