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I applied via Referral and was interviewed before Jan 2022. There were 4 interview rounds.
How to improve the customer experience in OYO and How to maximise the business impact for a hotel
Scrape data from booking.com for Bangalore hotels for 10th Dec’19 to 15th Dec’19 and create a dashboard for OYO Vs Non-OYO hotels comparison!!
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Utilize machine learning models to predict employee attrition and take proactive measures to reduce it.
Collect relevant data such as employee demographics, performance metrics, satisfaction surveys, etc.
Preprocess the data by handling missing values, encoding categorical variables, and scaling numerical features.
Split the data into training and testing sets to train the model and evaluate its performance.
Choose appropr...
I applied via Recruitment Consulltant and was interviewed in Mar 2024. There was 1 interview round.
Road traffic can be analyzed using various data sources and techniques to understand patterns, trends, and optimize traffic flow.
Collecting data from traffic cameras, sensors, GPS devices, and mobile apps
Analyzing traffic volume, speed, congestion, and accidents
Using data visualization tools to create maps, charts, and dashboards for insights
Implementing predictive modeling to forecast traffic patterns and optimize rou...
Hackerrank - SQL and Statistics
How to make a regression model
False positive and false negative are terms used in data analysis to describe errors in classification models.
False positive refers to a situation where a test result incorrectly indicates the presence of a condition or attribute.
False negative refers to a situation where a test result incorrectly indicates the absence of a condition or attribute.
In medical field, false positive can occur when a healthy person is wrong...
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Business Development Manager
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