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AIMonk Interview Questions and Answers
AIMonk Interview Experiences
4 interviews found
Siddharth Pandey
(2 Questions)
- Q1. What is accuracy in ml
- Ans.
Accuracy in machine learning measures how often the model makes correct predictions.
Accuracy is the ratio of correctly predicted instances to the total instances in the dataset.
It is a common evaluation metric for classification models.
Accuracy can be calculated using the formula: (TP + TN) / (TP + TN + FP + FN), where TP = True Positives, TN = True Negatives, FP = False Positives, FN = False Negatives.
For example, if ...
- Q2. What is recall in ml
- Ans.
Recall is a metric in machine learning that measures the ability of a model to find all relevant cases within a dataset.
Recall is calculated as the ratio of true positive cases to the sum of true positive and false negative cases.
It is also known as sensitivity or true positive rate.
A high recall value indicates that the model is good at identifying all relevant cases, even if it means more false positives.
For example,...
Skills evaluated in this interview
Anonymous
I appeared for an interview in Oct 2024.
We were asked to created an application on local system using yolo for object detection and use container as well.
(4 Questions)
- Q1. Decorators in python
- Ans.
Decorators in Python are functions that modify the behavior of other functions.
Decorators are defined using the @decorator_name syntax before a function definition.
They can be used to add functionality to existing functions without modifying their code.
Common use cases include logging, timing, and access control.
Example: @staticmethod decorator in Python makes a method static.
- Q2. Dropout, batch normalization
- Q3. Ensemble methods
- Q4. Tensorflow basic questions were asked. About custom model and custom dataset.
Skills evaluated in this interview
Selected
I applied via LinkedIn and was interviewed in Mar 2023. There were 2 interview rounds.
(2 Questions)
- Q1. Basics in python
- Q2. Basic and advanced concepts in ML
I appeared for an interview before Apr 2023.
Assignment given to you over mail.
Python basic coding test
(1 Question)
- Q1. Technical indepth machine learning theory question related to project done in your past company
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Interview Questionnaire
2 Questions
- Q1. All questions related to Aws sage maker and ml algorithms and area i worked in
- Q2. Areas I need to improve?
I applied via Recruitment Consulltant and was interviewed in Jan 2022. There were 2 interview rounds.
(1 Question)
- Q1. ML algorithms, Live screen share coding
- Ans. Explained about the algorithms
(1 Question)
- Q1. ML deployment, Cloud knowledge
Interview Preparation Tips
I applied via Referral and was interviewed in Sep 2024. There was 1 interview round.
(2 Questions)
- Q1. Basic Stats questions
- Q2. Basic ML questions
(1 Question)
- Q1. What are the projects that you have worked related to Machine Learning ?
- Ans.
I have worked on projects related to image recognition, natural language processing, and predictive analytics using machine learning.
Developed a deep learning model for image recognition using convolutional neural networks
Implemented a sentiment analysis system using natural language processing techniques
Built a predictive analytics model for customer churn prediction in a telecom company
Skills evaluated in this interview
(1 Question)
- Q1. Tell us about the projects you have worked related to Machine Learning
- Ans.
I have worked on projects involving natural language processing, computer vision, and predictive modeling.
Developed a sentiment analysis model using NLP techniques
Implemented a facial recognition system using computer vision algorithms
Built a predictive model for customer churn prediction
Skills evaluated in this interview
Manasi Patil
I applied via Company Website and was interviewed in Nov 2024. There were 2 interview rounds.
Logical, Verbal, reasoning 90 mins
(2 Questions)
- Q1. ML algorithms and Explain it?
- Q2. Print even numbers in for loop?
- Ans.
Use a for loop to iterate through a range and print even numbers by checking divisibility by 2.
Use a for loop with a range, e.g., for i in range(10):
Check if a number is even using the modulus operator: if i % 2 == 0:
Print the even number inside the if statement.
Example: for i in range(10): if i % 2 == 0: print(i) will print 0, 2, 4, 6, 8.
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