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I was interviewed in Dec 2023.
Medical knowledge based questions
Logistic regression is a statistical method used to analyze and model the relationship between a binary dependent variable and one or more independent variables.
It is a type of regression analysis used for predicting the probability of a categorical dependent variable
It is commonly used in marketing, finance, and healthcare industries
It uses a sigmoid function to map any real-valued number to a value between 0 and 1
Exa...
Random Forests is an ensemble learning method for classification, regression and other tasks.
Random Forests is a machine learning algorithm that builds multiple decision trees and combines their outputs.
It is an ensemble learning method that uses bagging and feature randomness to improve the accuracy and prevent overfitting.
Random Forests can be used for classification, regression, feature selection, and outlier detect...
Natural Language Processing is a field of study that focuses on making computers understand human language.
It involves using algorithms and statistical models to analyze and interpret human language.
NLP is used in various applications such as chatbots, sentiment analysis, and language translation.
Examples of NLP tools include NLTK, spaCy, and Stanford CoreNLP.
BERT & Transformers are natural language processing models used for tasks such as sentiment analysis, question answering, and language translation.
BERT stands for Bidirectional Encoder Representations from Transformers and is a pre-trained language model developed by Google.
Transformers are a type of neural network architecture that can process sequential data, such as text, by attending to different parts of the input...
OCR techniques include preprocessing, segmentation, recognition, and postprocessing.
Preprocessing involves enhancing the image quality and removing noise.
Segmentation is the process of identifying individual characters or words in the image.
Recognition involves using machine learning algorithms to recognize the characters or words.
Postprocessing involves correcting errors and improving the accuracy of the recognized te...
Aptitude regarding Human anatomy & physiology
IKS Health interview questions for designations
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I applied via Referral and was interviewed in Nov 2020. There were 3 interview rounds.
I applied via Walk-in and was interviewed before Apr 2021. There were 2 interview rounds.
I was interviewed before Sep 2023.
I applied via Referral and was interviewed before May 2020. There were 4 interview rounds.
I applied via Referral and was interviewed in Jul 2021. There were 6 interview rounds.
Univariate analysis deals with one variable, bivariate analysis deals with two variables, and multivariate analysis deals with more than two variables.
Univariate analysis involves examining the distribution of a single variable, such as calculating mean, median, mode, and standard deviation.
Bivariate analysis involves examining the relationship between two variables, such as correlation and regression analysis.
Multivar...
I applied via LinkedIn and was interviewed in Jun 2021. There were 4 interview rounds.
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