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AI Analytics Hub Interview Questions and Answers

Updated 4 May 2019

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Data Science Intern Interview Questions & Answers

user image VEMULA V S MANIDEEP

posted on 4 May 2019

Interview Questionnaire 

6 Questions

  • Q1. General questions about data science career path. Projects, studies, college related if your fresher, Easy to crack
  • Q2. What motivated to you too choose data science?
  • Ans. 

    I chose data science because of its potential to solve complex problems and make meaningful insights from data.

    • Fascination with the power of data to drive decision-making

    • Interest in solving real-world problems using data-driven approaches

    • Passion for exploring patterns and trends in data

    • Desire to contribute to advancements in technology and innovation

    • Excitement about the interdisciplinary nature of data science

    • Examples:...

  • Answered by AI
  • Q3. It's your knowledge check on what written in resume. Hard to crack but not tough
  • Q4. Real-time scenarios for Data science usage General knowledge about machine learning Pandas library related questions
  • Q5. Different types of algorithms used in e-commerce companies
  • Ans. 

    Recommendation, personalization, fraud detection, search algorithms are used in e-commerce companies.

    • Recommendation algorithms suggest products based on user behavior and preferences.

    • Personalization algorithms customize the user experience based on their past behavior.

    • Fraud detection algorithms identify and prevent fraudulent transactions.

    • Search algorithms help users find products based on their search queries.

    • Clusteri...

  • Answered by AI
  • Q6. Market basket analysis algorithm
  • Ans. 

    Market basket analysis algorithm is used to identify the relationship between products frequently purchased together.

    • It is a data mining technique.

    • It helps in identifying the co-occurrence of items in a transactional database.

    • It is used in retail, e-commerce, and marketing industries.

    • It helps in cross-selling and up-selling products.

    • Example: If a customer buys bread, there is a high probability that they will also buy ...

  • Answered by AI

Skills evaluated in this interview

Data Science Intern Interview Questions asked at other Companies

Q1. Puzzle QuestionIn a bank, suppose there are 5 counters. Which approach mentioned below is better?1) The new customer goes to whichever counter has a smaller queue2) Each counter has a specific purpose (e.g., cash withdrawal, cash deposit, c... read more
View answer (1)

Interview questions from similar companies

I applied via Walk-in and was interviewed in Nov 2021. There were 5 interview rounds.

Interview Questionnaire 

5 Questions

  • Q1. Salary and job role discussions and confirmation
  • Q2. Questions about experience and medical knowledge
  • Q3. What was your previous job role about?
  • Q4. How are dental diseases related to systemic diseases?
  • Q5. Questions about short term and long term goals.

Interview Preparation Tips

Topics to prepare for Cotiviti Clinical Analyst interview:
  • US healthcare
  • CMS
  • Medicaid
Interview preparation tips for other job seekers - Be well prepared for interviews. Go through basics of US healthcare- terms and overview of how it works.

Interview Questionnaire 

6 Questions

  • Q1. How to prepare ur ambition from starting of career
  • Q2. How to Dream big and make it real
  • Ans. 

    Dream big by setting specific goals, taking action, and persevering through challenges.

    • Create a clear vision of what you want to achieve

    • Break down your goals into smaller, achievable steps

    • Take action towards your goals every day

    • Stay motivated by tracking your progress and celebrating small wins

    • Be prepared to face challenges and setbacks, and learn from them

    • Surround yourself with supportive people who believe in you

  • Answered by AI
  • Q3. How to keep balance from not getting diverted
  • Ans. 

    Maintain focus by setting priorities and boundaries.

    • Create a to-do list and prioritize tasks

    • Set specific times for work and breaks

    • Avoid multitasking and distractions

    • Learn to say no to unnecessary commitments

    • Practice mindfulness and meditation

    • Take care of physical and mental health

    • Seek support from friends and family

  • Answered by AI
  • Q4. How to measure ur efforts in relation to ur ambition Periodically
  • Ans. 

    Regularly assess progress towards goals by setting specific, measurable targets and tracking progress.

    • Set specific, measurable targets for each goal

    • Track progress regularly, such as weekly or monthly

    • Adjust targets as needed based on progress and obstacles

    • Celebrate successes and learn from failures

    • Use tools such as a planner, journal, or app to help track progress

    • Seek feedback from others to gain perspective and identif

  • Answered by AI
  • Q5. Circumstances changes how to keep ur ambition goals unchanged
  • Ans. 

    Circumstances may alter the path to achieving goals, but the ambition remains unchanged.

    • Reassess the situation and adjust the plan accordingly

    • Stay focused on the end goal and be flexible in the approach

    • Find alternative solutions to overcome obstacles

    • Maintain a positive attitude and persevere through challenges

  • Answered by AI
  • Q6. Lastly every point is self motivation. This can create unpleasantness among ur nearest and dearest. How to keep balance

Interview Preparation Tips

Interview preparation tips for other job seekers - From Prajesh Kar
Senior Managerial Marketing Engineer

I applied via Recruitment Consultant

Interview Questionnaire 

1 Question

  • Q1. They really like to know you personally ans professionally. You will be tested on personality. You may be asked to answer the questions regarding surveys and charts.

Interview Preparation Tips

Interview preparation tips for other job seekers - Be yourself, be prepared, be patient. They really test your knowledge and and patience. It is a very long process.

I applied via LinkedIn and was interviewed in May 2021. There were 4 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. Accounting basics: consolidation accounting, accounting for associates/JVs
  • Q2. Valuation related: DCF, EV, which Ke to use
  • Q3. Sector specific questions based on sector expertise
  • Q4. Financial modelling related: key revenue & cost drivers

Interview Preparation Tips

Interview preparation tips for other job seekers - Be thorough with accounting, financial modeling and valuation basics. If you have any sector expertise, be ready to answer questions on current events, trends in the sector

Interview Questionnaire 

3 Questions

  • Q1. Self evaluation of how best we articulate our work experience
  • Q2. How positive we are in approaching each and every situation
  • Q3. Testing on our stability and networking skills

I was interviewed in Nov 2020.

Round 1 - Coding Test 

(2 Questions)

Round duration - 90 minutes
Round difficulty - Medium

The online test was scheduled on 10:00 AM. Total 304 students were eligible who appeared for the test. 93 students were shortlisted in this round. MCQs were asked and two coding question

MCQs were of medium to hard level.
OOPS(2 Question)
DBMS(2 questions)
Networking(2 Questions)
Operating System(2 Questions),
Aptitude(2 Questions)

  • Q1. Maximum Subarray Sum

    You are given an array (ARR) of length N, consisting of integers. You have to find the sum of the subarray (including empty subarray) having maximum sum among all subarrays.

    A subarr...

  • Ans. 

    A subarray is a contiguous segment of an array. In other words, a subarray can be formed by removing 0 or more integers from the beginning, and 0 or more integers from the end of an array. I used Kadane's algorithm to solve it optimally. 

  • Answered by CodingNinjas
  • Q2. Flipping Coins

    Gary has N coins placed in a straight line. Some coins have head side up, and others have the tail side up.

    Convention:
    1 denotes the HEAD side is up. 
    0 denotes the TAIL side is up. 
    

    N...

  • Ans. Brute force
    1. The idea is to check every subarray.
    2. We can count the number of heads and number tails in every subarray and then calculate the maximum number of heads side up we can obtain if we flip that particular subarray.
    3. We also keep a count of the final start index and final end index that will give us the number of heads side up we can obtain later.
    Space Complexity: O(1)Explanation:

    O(1).

     

    In the worst case, only ...

  • Answered by CodingNinjas
Round 2 - Video Call 

(2 Questions)

Round duration - 60 minutes
Round difficulty - Medium

It was technical interview round, which was purely based on coding followed by 1 SQL query. Duration of round was of 1 hour from 10 AM-11AM. Interviewer asked me 2 Coding questions one to solve and run on Hackerrank codepair platform and for another one she asked only my approach to solve problem. In the remaining last 10 minutes interviewer asked me 1 SQL query on JOIN. Total 28 students were shortlisted in this round.

  • Q1. First Missing Positive

    You are given an array 'ARR' of integers of length N. Your task is to find the first missing positive integer in linear time and constant space. In other words, find the lowe...

  • Ans. 

    I gave him the optimized solution.

  • Answered by CodingNinjas
  • Q2. Kth missing element

    Given an increasing sequence 'VEC', find the 'Kth' missing contiguous element in the given sequence starting from the leftmost element of the array.

    Example :
    Given &...
  • Ans. 

    I told the solving approach by using max heap in O(NlogK) time complexity.

  • Answered by CodingNinjas

Interview Preparation Tips

Professional and academic backgroundI completed Computer Science Engineering from Banasthali University. Eligibility criteria7.0 and above CGPA , No current active backlogs/failures, only CS/IT StudentsAthenahealth interview preparation:Topics to prepare for the interview - Data Structures & Algorithms, Dynamic Programming, Hashing,Tree,Graph, Heap, OOPS, SQLTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Do practice a lot of competitive programming.
Tip 2 : Revise complete Data Structures at least 3-4 times. 
Tip 3 : Do practice SQL queries.
Tip 4 : Do at least 1 Internship from a good company.
Tip 5 : Maintain CGPA up to 7.5

Application resume tips for other job seekers

Tip 1 : Keep it short, Do not repeat the same achievements in different sections.
Tip 2 : Do participate in extracurricular activities and Hackathons.

Final outcome of the interviewSelected

Skills evaluated in this interview

I applied via Naukri.com and was interviewed in Jan 2021. There were 3 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. 1st round was an online test, which was pretty forward, thereafter I went onto a technical interview with Director & Lead Data Scientist where they asked very few basic questions.
  • Q2. The interview was really basic and any fresher can achieve iff they want you to get in!
  • Q3. Questions were asked on the topics like SQL, Python programming questions, a couple of coding questions, and some HR-related questions.

Interview Preparation Tips

Interview preparation tips for other job seekers - It was a good experience for me but feedback is expected because the questions asked from them were easy and I don't know how did they judge me based on that.

Interview Questionnaire 

4 Questions

  • Q1. Why not given to all employees opportunity for high level
  • Q2. Why Only given opportunity for close friends
  • Q3. Why your ask extra work for after target finished
  • Q4. Why All are give freedom only girls

Interview Preparation Tips

Interview preparation tips for other job seekers - Apraisal increment to increase, don't ask to break time finished my target

I applied via Company Website

Interview Questionnaire 

5 Questions

  • Q1. My introduction.
  • Q2. My internship experience
  • Q3. My interest and Hobbies
  • Q4. Further questions relating to my interests.
  • Q5. What I knew about Netscribes and why I applied.
  • Ans. 

    Netscribes is a research and analytics firm providing business solutions to global clients.

    • Netscribes offers market intelligence, competitive intelligence, and technology intelligence services.

    • I applied because of their reputation for delivering high-quality research and analytics solutions.

    • Their focus on innovation and technology also appealed to me.

    • Netscribes has worked with clients in various industries, including h

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - I applied through Netscribes' official website.
Firstly had a phone call conversation with an HR,
we fixed a date for a video call interview.

First-round was a managerial interview round with two managers.
The interview went smoothly.
I was told to wait for another round with a senior manager.

Second-round with a senior manager on the same day.
Again, everything went smoothly.

Got a call the next day with an offer of joining.

AI Analytics Hub Interview FAQs

What are the top questions asked in AI Analytics Hub interview?

Some of the top questions asked at the AI Analytics Hub interview -

  1. What motivated to you too choose data scien...read more
  2. Different types of algorithms used in e-commerce compan...read more
  3. Market basket analysis algori...read more

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AI Analytics Hub Reviews and Ratings

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