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I was interviewed in Jan 2024.
Project Discussion on Eye flue detection
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posted on 6 Sep 2021
I applied via Recruitment Consultant and was interviewed in Mar 2021. There were 4 interview rounds.
I am very familiar with Python, SQL, and ML models.
I have extensive experience using Python for data analysis and machine learning tasks.
I am proficient in writing SQL queries to extract data from databases.
I have worked with a variety of ML models, including regression, classification, and clustering.
I am familiar with popular ML libraries such as scikit-learn, TensorFlow, and Keras.
I have experience with data preproc...
ML classification models use various metrics to evaluate performance.
Common metrics include accuracy, precision, recall, F1 score, and AUC-ROC.
Accuracy measures the proportion of correct predictions.
Precision measures the proportion of true positives among all positive predictions.
Recall measures the proportion of true positives among all actual positives.
F1 score is the harmonic mean of precision and recall.
AUC-ROC me...
Outliers can significantly impact analysis. It's important to identify and handle them appropriately.
Visualize the data to identify outliers
Consider the source of the outliers and whether they are valid data points
Remove outliers if they are invalid or use robust statistical methods that are less sensitive to outliers
Document any handling of outliers in the analysis report
The organization used descriptive and inferential statistics to analyze and build models.
Descriptive statistics were used to summarize and describe the data, such as mean, median, and standard deviation.
Inferential statistics were used to make predictions and draw conclusions about the population based on the sample data, such as hypothesis testing and regression analysis.
The organization may have also used time series...
I applied via Campus Placement and was interviewed in Jan 2022. There were 3 interview rounds.
Coding related objective questions
I applied via Campus Placement
It was okay as the interview was scheduled on time.
I applied via Referral and was interviewed before Jan 2021. There were 2 interview rounds.
I applied via Referral and was interviewed before Oct 2022. There were 2 interview rounds.
posted on 23 Feb 2024
I applied via Campus Placement and was interviewed before Feb 2023. There was 1 interview round.
posted on 31 Mar 2024
I applied via Walk-in and was interviewed in Oct 2023. There was 1 interview round.
posted on 30 Dec 2024
I applied via Walk-in and was interviewed in Oct 2024. There were 2 interview rounds.
Easy on cyber security
based on 1 interview
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