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Sony Data Science Intern Interview Questions and Answers

Updated 12 Sep 2024

Sony Data Science Intern Interview Experiences

1 interview found

Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via LinkedIn and was interviewed before Sep 2023. There was 1 interview round.

Round 1 - Technical 

(4 Questions)

  • Q1. Explain Projects worked on?
  • Ans. 

    Developed predictive models for customer churn and sales forecasting using machine learning algorithms.

    • Built a customer churn prediction model using logistic regression and random forest algorithms.

    • Implemented a time series forecasting model for sales prediction using ARIMA and LSTM neural networks.

    • Utilized Python libraries such as pandas, scikit-learn, and TensorFlow for data preprocessing and model building.

  • Answered by AI
  • Q2. Explain what are GANs?
  • Ans. 

    GANs are Generative Adversarial Networks, a type of deep learning model consisting of two neural networks - a generator and a discriminator.

    • GANs are used to generate new data samples that resemble a given dataset.

    • The generator network creates fake data samples, while the discriminator network tries to distinguish between real and fake samples.

    • The two networks are trained simultaneously in a competitive manner, improvin...

  • Answered by AI
  • Q3. Any Research Paper published?
  • Ans. 

    Yes, I have published a research paper on the topic of machine learning algorithms for predictive analytics.

    • Published research paper on machine learning algorithms

    • Focused on predictive analytics

    • Presented findings at a data science conference

  • Answered by AI
  • Q4. Explain working of Neural networks?
  • Ans. 

    Neural networks are a type of machine learning algorithm inspired by the human brain's neural structure.

    • Neural networks consist of layers of interconnected nodes (neurons) that process input data and pass it through activation functions.

    • They use weights to adjust the strength of connections between neurons during training.

    • Neural networks are capable of learning complex patterns and relationships in data, making them su...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - I interviewed at Sony Research India. All went well, they asked me to explain the projects i worked on, specially related to GANs. But, they mostly required a person who has already published some papers.

Skills evaluated in this interview

Interview questions from similar companies

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
-
Result
-
Round 1 - Group Discussion 

Topic given you need to stand out

Round 2 - Case Study 

Case study given regarding marketing opportunity

Round 3 - One-on-one 

(1 Question)

  • Q1. Interview taken

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare and go for interview, practice is important
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Referral and was interviewed in Nov 2024. There were 3 interview rounds.

Round 1 - Aptitude Test 

There were 4 sections and first one was quant, second one was logical, third was English and finally 3 coding questions in last section

Round 2 - Coding Test 

4 codes and 5 technical questions

Round 3 - One-on-one 

(3 Questions)

  • Q1. Explain multi threading
  • Ans. 

    Multi threading is the ability of a CPU to execute multiple threads concurrently.

    • Allows for parallel execution of tasks, improving performance

    • Each thread has its own stack and runs independently

    • Threads can communicate and synchronize using shared memory

    • Examples: running multiple tasks simultaneously in a web server, processing data in parallel

  • Answered by AI
  • Q2. What is polymorphism
  • Ans. 

    Polymorphism is the ability of a single function or method to operate on different types of data.

    • Polymorphism allows objects of different classes to be treated as objects of a common superclass.

    • It enables a single interface to be used for different data types.

    • Examples include method overloading and method overriding in object-oriented programming.

  • Answered by AI
  • Q3. Diff b/w inner and outer joins
  • Ans. 

    Inner join returns only the rows that have matching values in both tables, while outer join returns all rows from both tables.

    • Inner join: returns rows with matching values in both tables

    • Outer join: returns all rows from both tables, with NULL values where there is no match

    • Example: Inner join - SELECT * FROM table1 INNER JOIN table2 ON table1.id = table2.id

    • Example: Outer join - SELECT * FROM table1 LEFT OUTER JOIN table

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Hitachi Intern interview:
  • Java
  • Web Technologies
  • Threads
  • OOPS
Interview preparation tips for other job seekers - Easy interview and all questions will be asked from your resume. Difficulty would be mainly depend on interviewer. Apart from technical few behavioral questions were asked.
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed before Jan 2024. There were 3 interview rounds.

Round 1 - Coding Test 

One questions, 3 hrs time

Round 2 - Technical 

(1 Question)

  • Q1. Related to DSA and graphs
Round 3 - HR 

(1 Question)

  • Q1. PI questions general

Intern Interview Questions & Answers

Samsung user image Pradeep Annem

posted on 13 Oct 2023

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all Resume tips
Round 2 - Coding Test 

Trees, Graphs, 3 Questions in two hours

Round 3 - One-on-one 

(2 Questions)

  • Q1. Merge two sorted arrays
  • Ans. 

    Merge two sorted arrays into a single sorted array

    • Create a new array to store the merged result

    • Iterate through both arrays simultaneously and compare elements to add to the new array

    • Handle cases where one array is longer than the other

  • Answered by AI
  • Q2. Add a node to bst
  • Ans. 

    To add a node to a binary search tree (BST), compare the value of the new node with the current node and traverse left or right accordingly until a suitable spot is found.

    • Start at the root node

    • Compare the value of the new node with the current node

    • If the new node value is less than the current node, move to the left child node

    • If the new node value is greater than the current node, move to the right child node

    • Repeat the...

  • Answered by AI

Skills evaluated in this interview

Interview Questionnaire 

2 Questions

  • Q1. Difference b/w bias and variance?
  • Ans. 

    Bias is the difference between the expected value of the model's predictions and the true values. Variance is the variability of the model's predictions for different training sets.

    • Bias is the underfitting of the model, where it is unable to capture the complexity of the data.

    • Variance is the overfitting of the model, where it is too complex and captures the noise in the data.

    • Bias can be reduced by increasing the comple...

  • Answered by AI
  • Q2. What are the different sorting technique?
  • Ans. 

    Sorting techniques are algorithms used to arrange data in a specific order.

    • Bubble Sort

    • Selection Sort

    • Insertion Sort

    • Merge Sort

    • Quick Sort

    • Heap Sort

    • Radix Sort

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well ....................

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
-
Process Duration
Less than 2 weeks
Result
-

I applied via Campus Placement and was interviewed before Jan 2024. There were 3 interview rounds.

Round 1 - Aptitude Test 

The easy aptitude test was well-designed.

Round 2 - Group Discussion 

A group discussion on a specific topic.

Round 3 - Technical 

(1 Question)

  • Q1. Sql related questions
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Campus Placement and was interviewed in May 2023. There were 4 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all Resume tips
Round 2 - Coding Test 

MCQ questions of C language

Round 3 - Technical 

(3 Questions)

  • Q1. Tell me about yourself
  • Q2. All about the things that were added in the resume
  • Q3. I was asked to write a simple code
Round 4 - HR 

(3 Questions)

  • Q1. Tell me about yourself and your family background
  • Q2. What is your passion
  • Q3. Do you have any other offer
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Dsa is usrd and it is bad

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

3 medium level DSA questions based on Arrays, priority queue and DP

Round 2 - Technical 

(2 Questions)

  • Q1. Discussion on Projects, one medium DSA question and operating system
  • Q2. Questions based on Implementation of Stacks, queues and linked list, discussion on projects
Round 3 - HR 

(2 Questions)

  • Q1. Why do you want to Join company
  • Q2. Basic strength weakness questions quite easy, lasted on a phone call for 10 mins
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Sony Interview FAQs

How many rounds are there in Sony Data Science Intern interview?
Sony interview process usually has 1 rounds. The most common rounds in the Sony interview process are Technical.
What are the top questions asked in Sony Data Science Intern interview?

Some of the top questions asked at the Sony Data Science Intern interview -

  1. Explain what are GA...read more
  2. Explain working of Neural networ...read more
  3. Any Research Paper publish...read more

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Sony Data Science Intern Interview Process

based on 1 interview

Interview experience

4
  
Good
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