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Cleantech Solar Data Analyst Intern Interview Questions, Process, and Tips

Updated 16 Sep 2021

Cleantech Solar Data Analyst Intern Interview Experiences

1 interview found

I was interviewed before Sep 2020.

Round 1 - Video Call 

(5 Questions)

Round duration - 60 Minutes
Round difficulty - Medium

It was a mix round. Starting with problem-solving, then data structures, then DBMS, and finally data science
2 Interviewers
Early morning

  • Q1. Water Jug Problem

    You are given two water jugs with capacities X and Y litres respectively. Both the jugs are initially empty. There is an infinite amount of water supply available. The jugs do not have ma...

  • Ans. Using BFS

    We will run a breadth-first search(BFS), keeping states as water present in both the jugs. We will visit all the states, keeping a hashmap for visited states to not revisit the same state. If we reach a state such that the capacity of water in one of the jugs is equal to ‘Z’ liters or the sum of water in both the jugs is equal to ‘Z’ liters we return true else we return false

     

    Below is the detailed ...

  • Answered Anonymously
  • Q2. Aptitude Question

    Balls picking probability problem

  • Q3. Insertion Sort in Linked List

    You are given an arbitrary linked list consisting of 'N' nodes having integer values. You need to perform insertion sort on the linked list and print the final list in...

  • Ans. Try to use pointers for manipulating the given list.

    For solving this problem, we will use the fundamental concept of Insertion Sort i.e, to divide the input array into an unsorted and sorted partition. After that, keep placing elements from the unsorted partition into its correct position in the sorted partition.  We will make use of pointers to keep track of various positions in both the lists and modify these po...

  • Answered Anonymously
  • Q4. DBMS Question

    Keys and their properties

  • Q5. Data Science Quesions

    Some data science topic question like the difference between loc and iloc, what are dashboards etc

Round 2 - HR 

Round duration - 15 Minutes
Round difficulty - Easy

Early morning
Relaxed environment
Very kind and gentle

Interview Preparation Tips

Professional and academic backgroundI applied for the job as Data Analyst Intern in BangaloreEligibility criteriaResume and TaskCleantech Solar interview preparation:Topics to prepare for the interview - Data Science, Data Structures, OOPS, Database, SQLTime required to prepare for the interview - 1 MonthInterview preparation tips for other job seekers

Tip 1 : Excellent communication skills required
Tip 2 : Focus on data science and data analysis

Application resume tips for other job seekers

Tip 1 : Data Science knowledge and projects
Tip 2 : True and crisp information

Final outcome of the interviewSelected

Skills evaluated in this interview

Interview questions from similar companies

Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. What is overfitting in machine learning?
  • Ans. 

    Overfitting occurs when a machine learning model learns the training data too well, including noise and outliers, leading to poor generalization on new data.

    • Overfitting happens when a model is too complex and captures noise in the training data.

    • It leads to poor performance on unseen data as the model fails to generalize well.

    • Techniques to prevent overfitting include cross-validation, regularization, and early stopping.

    • ...

  • Answered by AI
  • Q2. Overfitting accurs when a model learns the details.......etc
  • Ans. 

    Overfitting occurs when a model learns the details and noise in the training data to the extent that it negatively impacts the model's performance on new data.

    • Overfitting happens when a model is too complex and captures noise in the training data.

    • It leads to poor generalization and high accuracy on training data but low accuracy on new data.

    • Techniques to prevent overfitting include cross-validation, regularization, and...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Research the company before interview.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. What is a Transformer
  • Ans. 

    A Transformer is a type of deep learning model that uses attention mechanisms to improve the efficiency of sequence-to-sequence tasks.

    • Utilizes self-attention mechanism to weigh the importance of different input elements

    • Commonly used in natural language processing tasks such as machine translation and text generation

    • Examples include BERT, GPT, and Transformer-XL

  • Answered by AI
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Selected Selected

I applied via WorkDay and was interviewed before Mar 2023. There were 3 interview rounds.

Round 1 - Coding Test 

Code Signal MCQ around Data Analysis - Excel, SQL, Tableau, Joins Questions

Round 2 - Assignment 

Data Challenge: 10 days Take Home Case Study on Airlines Dataset

Round 3 - One-on-one 

(2 Questions)

  • Q1. Round 1: Data Challenge Presentation Round 2: Behavioral 3 Questions, and 3 Sub Questions in Each. (STAR Format) Round 3: Case Study Round 4: Case Study
  • Q2. Same as above : 4 day power day

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