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GeoIQ Interview Questions and Answers
GeoIQ Interview Experiences
3 interviews found
Anonymous
I applied via Recruitment Consulltant and was interviewed in Sep 2024. There were 4 interview rounds.
(2 Questions)
- Q1. Project discussion and questions on them
- Q2. Coding question related to string manipulation
(2 Questions)
- Q1. Behavioral questions were asked
- Q2. A case study on how to decide locations to open new stores of Nike shoes
(2 Questions)
- Q1. In depth project discussion on one project
- Q2. General discussion on career journey
(1 Question)
- Q1. Discussion with CEO. It was very weird and upleasant experience. At the end of it, I was not sure if I wanted to work for the company. It was a sermon more than a discussion on what the guy believed and hi...
Interview Preparation Tips
Senior Data Scientist Interview Questions asked at other Companies
I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.
(2 Questions)
- Q1. Explain end to end project
- Ans.
End to end project involves all stages of a project from data collection to deployment.
Start with defining the problem and objectives
Collect and preprocess data
Perform exploratory data analysis and feature engineering
Build and train machine learning models
Evaluate model performance and fine-tune
Deploy the model and monitor its performance
- Q2. What left skewed and right skewed data. And how to treat them
- Ans.
Left skewed data has a long tail on the left side, while right skewed data has a long tail on the right side.
Left skewed data: mean < median < mode. Example: income distribution in a developing country.
Right skewed data: mean > median > mode. Example: age distribution in a population.
Treatment: For left skewed data, consider log transformation. For right skewed data, consider square root transformation.
Data Scientist Interview Questions asked at other Companies
I applied via Recruitment Consulltant and was interviewed in Jan 2024. There was 1 interview round.
(1 Question)
- Q1. 1 round was technically discussion based on python and the projects you worked on. Dataset was given and asked to perform some operations using pandas like using group , count and nunique
Data Scientist Interview Questions asked at other Companies
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Interview questions from similar companies
Prasanna Pradhan
Build a simple cat and dog image classifier
(1 Question)
- Q1. ML related questions
(1 Question)
- Q1. Behavioural questions, basically to check if you will be fit in a team
Simple mediam DSA style questions around ML
Case study design oka6y
(2 Questions)
- Q1. Case study explain
- Q2. Ml concept advance
Anubhav Kesari
(3 Questions)
- Q1. Questions on Past Project
- Q2. SQL Dense Rank - also having the option to do in Pandas
- Q3. Pandas groupby on a dataset given - required to calculate group wise yoy rate of a column
(2 Questions)
- Q1. Past project ( which he chose , he chose my very first project , which I had forgotten) so ended up screwing it
- Q2. SQL / Pyspark question - difficult question
Questions related to basic coding were asked, and some background on projects and discussions alongside maths and statistics concepts
(1 Question)
- Q1. Questions related to projects done at my previous company
(2 Questions)
- Q1. Questions related to my work at previous company
- Q2. ML system design use case type of discussion
Interview Preparation Tips
Also practice some level of basic PyTorch stuff and specially Bert architecture (in terms of code)
(2 Questions)
- Q1. Tell me about your projects?
- Q2. How do you approach the project if you are using logistic regression model?
- Ans.
Approach involves data preprocessing, model training, evaluation, and interpretation.
Perform data preprocessing such as handling missing values, encoding categorical variables, and scaling features.
Split the data into training and testing sets.
Train the logistic regression model on the training data.
Evaluate the model using metrics like accuracy, precision, recall, and F1 score.
Interpret the model coefficients to under...
(2 Questions)
- Q1. What are you future goals?
- Q2. What would you do if your interested field doesnt have any work in the company?
- Ans.
I would seek opportunities to apply my skills in related fields within the company.
Explore other departments or teams within the company that may have projects related to my field of interest
Offer to collaborate with colleagues in different departments to bring a new perspective to their projects
Seek out professional development opportunities to expand my skills and knowledge in related areas
Skills evaluated in this interview
I applied via Company Website and was interviewed in Dec 2024. There was 1 interview round.
Easy topics arrays, sequence sum.
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