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Model Cards for Model Reporting

Follow Quantifiers for Finance/Analytics Articles What are model cards? Today machine learning models have a lot of potentials. Knowing about the usage and limitations of a model is crucial. Model cards aim to provide that information in a holistic and comprehensive way. They contain short records of various aspects of ML models. Why do we need model cards? Lack of…

Google Analytics

4 min read

Model Cards for Model Reporting
Model Cards for Model Reporting

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How does Zepto use data analytics to compete in hyperlocal delivery?

Visit Quantifiers for data analytics articles. Zepto started as Kiranacart in September 2020 by partnering with Kirana retailers to supply groceries in 45 minutes or less. Within a few months of its launch, it has gained popularity due to its guaranteed 10 minutes delivery policy. In only 11 months it…

Data Science

4 min read

How does Zepto use data analytics to compete in hyperlocal delivery?
How does Zepto use data analytics to compete in hyperlocal delivery?

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Case Study on Ride-Hailing App — Part 2

Visit Quantifiers for the first part of the article. Problem Statement: How would you design dynamic pricing for a ride-sharing application. What factors will you consider while analyzing the problem? Priyanka: There were some clarifying questions that I would like to ask to understand the problem in a better way. …

Uber

4 min read

Case Study on Ride-Hailing App — Part 2
Case Study on Ride-Hailing App — Part 2

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Case Study on Ride-Hailing App

Visit Quantifiers for the complete article. Case Study: This is an open-ended case study asked around the reliability of ride-hailing service having decreased in a particular area. I had to suggest the data variables I will consider analyzing to solve the problem Interviewer: The reliability of Ola cars has decreased…

Uber

3 min read

Case Study on Ride-Hailing App
Case Study on Ride-Hailing App

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Feature Selection Approach

Follow Quantifiers for Finance/Analytics Articles What is feature selection? In machine learning, Feature Selection refers to the process of selecting the features which contribute most to the output or the dependent variable. Feature selection basically helps to reduce the number of features from the dataset and helps in improving the performance of the model…

Feature Engineering

4 min read

Feature Selection Approach
Feature Selection Approach

Dec 14, 2021

Monty Hall Problem

Monty Hall problem is a probability puzzle based on an old American show Let’s Make a Deal. The problem is named after the show’s host. Suppose you’re on the show now, and you’re given the choice of 3 doors. Behind one door is a car; behind the other two, goats…

Puzzle

2 min read


Dec 14, 2021

Brain Teasers | Horse Race

Question: There are 25 horses, each of which runs at a constant speed that is different from the other horses. Since the track only has 5 lanes, each race can have at most 5 horses. …

Interview Questions

2 min read

Brain Teasers | Horse Race
Brain Teasers | Horse Race

Nov 23, 2021

Top Interview Puzzles with Solution

Follow Quantifiers for Finance/Analytics Articles Top Interview Puzzles with Solution — These puzzles have been asked in Quant Finance Interviews. 1. Determine Weight of Counterfeit coins [Asked in GS Interview] Cookie marks 9 grams ball as - 1, 10 grams as 0 and 11 grams as +1 and bags as Bag1, Bag2..quantifiers101.blogspot.com 2. Brain Teasers | Calendar Cube Cookie has two custom-made dice(Dice A and Dice B). Instead of numbers 1 - 6, she can place single-digit numbers on…quantifiers101.blogspot.com

Interview Questions

2 min read

Top Interview Puzzles with Solution
Top Interview Puzzles with Solution

Nov 17, 2021

How is AutoML enabling Automatic Model Searching?

Follow Quantifiers for Finance/Analytics Articles What is AutoML? Automated machine learning (AutoML) is a method through which we can train high-quality machine learning models even without having expertise in machine learning. Why do we need AutoML? Finding the appropriate machine learning model can be difficult. It can get even more complex when there is a specific business scenario. …

Mlops

2 min read

How is AutoML enabling Automatic Model Searching?
How is AutoML enabling Automatic Model Searching?

Nov 9, 2021

Model Drift in Machine Learning — Data Science

Follow Quantifiers for Finance/Analytics Articles We expect our model to perform the same as it does with training data. However if the distribution of production data is different from that of the training data, this may lead to Model Drift. …

Machine Learning

4 min read

Model Drift in Machine Learning — Data Science
Model Drift in Machine Learning — Data Science
Priyanka Dalmia

Priyanka Dalmia

IIM Bangalore | Writing about Machine Learning & Quantitative finance.

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