To predict whether customer will click Ad and make a purchase — Context In online advertising, click-through rate (CTR) is a very important metric for evaluating ad performance. As a result, click prediction systems are essential and widely used for sponsored search and real-time bidding. Description of attributes Inputs 1. User ID - Customer Unique Id 2. Gender - Gender of a customer - M/F 3. Age - Age…

Context Retail dataset of a global superstore for 4 years. Perform EDA and Predict the sales of the next 6 days from the last date of the Training dataset! Content Time series analysis deals with time series based data to extract patterns for predictions and other characteristics of the data. It uses…

JANATA-HACK INDEPENDENCE DAY ML HACKATHON — Problem Statement Researchers have access to large online archives of scientific articles. As a consequence, finding relevant articles has become more difficult. Tagging or topic modelling provides a way to give token of identification to research articles which facilitates recommendation and search process. Given the abstract and title for a set of…

This dataset consists of various Information related to customer behavior in online shopping websites. It helps us to perform Marketing Analytics and understand the KPIs and Metrics related to it. — Attribute Information: The dataset consists of 10 numerical and 8 categorical attributes. The ‘Revenue’ attribute can be used as the class label. “Administrative”, “Administrative Duration”, “Informational”, “Informational Duration”, “Product Related” and “Product Related Duration” represent the number of different types of pages visited by the visitor in that session and total time spent in…

Business Context Electronic journalism powered with Social media has become one of the major sources of information consumption lately. Many media houses are using creative ways in order to tap into increasing views on posts. One of the ways is using sarcastic headlines as click baits. A model that is able to…

What is the Stock Market? The stock market refers to the collection of markets and exchanges where regular activities of buying, selling, and issuance of shares of publicly-held companies take place. Such financial activities are conducted through institutionalized formal exchanges or over-the-counter (OTC) marketplaces which operate under a defined set of regulations. …

Context PJM Interconnection LLC (PJM) is a regional transmission organization (RTO) in the United States. …

Context Steel is one of the most important building materials of modern times. Steel buildings are resistant to natural and man-made wear which has made the material ubiquitous around the world. To help make production of steel more efficient, this competition will help identify defects. Severstal is leading the charge in…

Description EEG signal data from 10 college students were collected while they watched MOOC video clips. Extracted online education videos that are assumed not to be confusing for college students, such as videos of the introduction of basic algebra or geometry. Prepared videos that are expected to confuse a typical college…