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I applied via Naukri.com and was interviewed in Oct 2024. There were 3 interview rounds.
Logical reasoning, verbal aptitude
Stemming reduces words to their root form, while lemmatisation reduces words to their dictionary form.
Stemming is faster but less accurate than lemmatisation
Stemming may result in non-words, while lemmatisation always results in valid words
Example: Stemming - running, runs, ran all reduced to run. Lemmatisation - running, runs, ran all reduced to run
Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables.
Linear regression is used to predict the value of a dependent variable based on the value of one or more independent variables.
It assumes a linear relationship between the independent and dependent variables.
The goal of linear regression is to find the best-fitting line that minimi...
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I applied via Approached by company and was interviewed in Aug 2021. There were 2 interview rounds.
Quant focussed Case Study (be prepared for calculations)
I applied via Referral and was interviewed before Nov 2020. There were 3 interview rounds.
Choosing between two car varieties based on various costs
Consider upfront costs such as purchase price and financing options
Factor in ongoing costs such as fuel efficiency and maintenance
Evaluate potential resale value
Compare insurance rates
Consider any additional features or benefits of each car
Make a decision based on overall cost-effectiveness and personal preferences
Choosing between in-branch and out-branch ATM's based on various parameters
Consider the location and accessibility of the ATM
Analyze the cost of installation and maintenance
Evaluate the security measures in place
Assess the customer demand and usage patterns
Factor in the availability of other banking services at the branch
Out-branch ATMs may be more cost-effective but in-branch ATMs offer better customer experience
Phone calls are more effective for Capital One's marketing strategy.
Phone calls allow for immediate feedback and personalized communication.
Letters may be ignored or lost in the mail.
Capital One can track phone call success rates and adjust their strategy accordingly.
Phone calls can also be used to cross-sell and upsell products.
Letters may be more appropriate for certain types of communication, such as legal notices o
I sought help from my peers when I faced a complex data analysis problem.
I explained the problem to my peers and asked for their suggestions.
We brainstormed and discussed various approaches to solve the problem.
One of my peers suggested a new tool that could simplify the analysis process.
I tried the tool and it worked perfectly, saving me a lot of time and effort.
The outcome was a successful completion of the project w
Overcoming an obstacle in a project
During a software development project, we faced a challenge with integrating a third-party API
I researched and found a workaround by using a different API that provided similar functionality
I presented the solution to the team and we implemented it successfully
The outcome was that we were able to deliver the project on time and within budget
I learned about agile methodology for a project
Attended a training session on agile methodology
Implemented agile methodology in a project
Learned about sprints, backlogs, and daily stand-up meetings
Improved project efficiency and communication with team members
I applied via Campus Placement
To determine profitability between monthly and daily bus membership, conduct a cost-benefit analysis.
Gather data on the cost of monthly and daily bus passes
Determine the frequency of usage for each pass type
Calculate the total cost of using each pass type over a given period
Compare the costs to the benefits of each pass type, such as convenience and flexibility
Consider external factors, such as the availability of park...
I applied via Naukri.com and was interviewed in Aug 2021. There was 1 interview round.
I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.
I have a strong background in data analysis, with proven experience in handling large datasets and generating valuable insights.
Extensive experience in data analysis and interpretation
Proficient in statistical analysis and data visualization tools
Strong problem-solving skills and attention to detail
Ability to communicate complex findings to non-technical stakeholders
I am looking for a competitive salary that reflects my skills and experience in the data analysis field.
Research industry standards for data analyst salaries in the specific location
Consider the level of experience and skills you bring to the role
Be prepared to negotiate based on the overall compensation package offered
My strengths include strong analytical skills, attention to detail, and the ability to communicate complex data effectively.
Strong analytical skills
Attention to detail
Effective communication of complex data
I am a data analyst with a strong background in statistics and data visualization.
I have a Bachelor's degree in Statistics from XYZ University.
I have experience working with SQL, Python, and Tableau for data analysis.
I have successfully completed projects involving predictive modeling and data mining.
I am detail-oriented and have strong problem-solving skills.
My hobbies include hiking, reading, and playing the guitar.
Hiking: I enjoy exploring nature trails and challenging myself physically.
Reading: I love diving into different genres of books, from fiction to non-fiction.
Playing the guitar: I find relaxation and creativity in strumming chords and learning new songs.
based on 1 interview
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