Ho presentato la mia candidatura online. La procedura ha richiesto una settimana. Ho sostenuto un colloquio presso Formulate AI (Bengaluru) nel mese di mar 2021
Colloquio
I got interviewed for the senior data scientist role at Formulate AI in march. The interview experience was smooth. I got a call from Formulate AI HR as I have applied for this job in Linkedin.
She explained about the company, job role, and interview process.
1. Fitment round
2. Data Science Round
3. Coding Round
4. Hiring Manager Round
Domande di colloquio [6]
Domanda 1
1. Fitment round :
Tell me about one of your best projects?
What are the machine learning/Deep learning algorithms you have used in this project?
What are the Hyperparameters used in this model?
2. Data Science Round
What is the difference between Gradient Descent, Stochastic Gradient Descent & mini-batch Gradient Descent?
What is Adam's optimizer?
How max pooling is different from average pooling?
How LSTM is better than RNN?
What is the loss function used in logistic regression?
3. Coding Round
Code for P-Value given the coin toss scenrios.
Ho presentato la mia candidatura online. La procedura ha richiesto un giorno. Ho sostenuto un colloquio presso Formulate AI (Bengaluru) nel mese di apr 2021
Colloquio
The interview was thought-provoking, exhaustive and conversational. As I was from a non-technical background my knowledge was examined through general questions related to the field. It involved thinking about the nature of artificial intelligence, its scope and its importance.
Domande di colloquio [3]
Domanda 1
What would be an alternative name for "Artificial" Intelligence?
Ho presentato la mia candidatura online. La procedura ha richiesto un giorno. Ho sostenuto un colloquio presso Formulate AI (Bengaluru) nel mese di gen 2021
Colloquio
Two rounds of interview.
First one focused on, python, pandas and basic in machine learning
Second one of more on data analysts and sql questions.
Interviews where focused to know my thinking process in all the questions.
Domande di colloquio [1]
Domanda 1
1. How to pivot a data frame ?
2. Explain SVM?
3. How to deal with overfitting ?
4. Code to print top 3 employees based on salary from employee table.
