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I applied via LinkedIn and was interviewed in Apr 2024. There was 1 interview round.
Precision = TP / (TP + FP), Recall = TP / (TP + FN)
Precision is the ratio of correctly predicted positive observations to the total predicted positive observations
Recall is the ratio of correctly predicted positive observations to the all observations in actual class
Example: If a model predicts 100 positive cases, out of which 80 are actually positive, precision = 80/100, recall = 80/total actual positive cases
R2 measures the proportion of variance explained by the model, while adjusted R2 adjusts for the number of predictors in the model.
R2 is the proportion of variance in the dependent variable that is predictable from the independent variables.
Adjusted R2 penalizes the addition of unnecessary predictors in the model, providing a more accurate measure of the model's goodness of fit.
R2 can increase even when adding irreleva...
I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.
Supervised learning is a type of machine learning where the model is trained on labeled data to make predictions or decisions.
Uses labeled data for training
Predicts outcomes based on input features
Examples include regression and classification algorithms
Unsupervised learning is a type of machine learning where the model is trained on unlabeled data without any predefined output labels.
No predefined output labels are provided for the training data
The model must find patterns and relationships in the data on its own
Common techniques include clustering and dimensionality reduction
Examples: K-means clustering, Principal Component Analysis (PCA)
I applied via Walk-in and was interviewed before Sep 2020. There were 3 interview rounds.
The core principles of Information Security are confidentiality, integrity, and availability.
Confidentiality: ensuring that information is only accessible to authorized individuals
Integrity: maintaining the accuracy and completeness of information
Availability: ensuring that information is accessible to authorized individuals when needed
Examples: encryption, access controls, backups, disaster recovery plans
Virus and malware are malicious software designed to harm computer systems and steal data.
Virus is a self-replicating program that attaches itself to clean files and spreads throughout the system.
Malware is a broader term that includes viruses, spyware, adware, and other malicious software.
Malware can be used to steal sensitive information, damage files, or take control of a computer.
Examples of malware include Trojan ...
I will immediately disconnect from the internet and run a virus scan to remove the virus.
Disconnect from the internet to prevent further spread of the virus
Run a virus scan using an updated antivirus software
If the virus cannot be removed, seek help from IT support
Regularly backup important files to prevent data loss
I am passionate about helping people protect their assets and loved ones through insurance.
I have a strong desire to help individuals and families plan for the unexpected.
I believe in the importance of financial security and peace of mind that insurance provides.
I am interested in the dynamic and evolving nature of the insurance industry.
I enjoy analyzing risks and finding solutions to mitigate them.
I have a background...
I applied via Referral and was interviewed before Jul 2021. There was 1 interview round.
I am a highly qualified professional with several years of experience in the field.
I have a Bachelor's degree in Business Administration.
I have 5 years of experience working in the finance industry.
I am skilled in financial analysis, budgeting, and forecasting.
I have successfully managed large-scale projects and teams.
I am proficient in various financial software and tools.
I have a proven track record of achieving targ
posted on 18 Sep 2022
I applied via Campus Placement and was interviewed before Sep 2021. There was 1 interview round.
I applied via Naukri.com and was interviewed in Jun 2022. There was 1 interview round.
I am a highly motivated and detail-oriented individual with a strong background in finance and accounting.
I have a Bachelor's degree in Finance from XYZ University.
I have worked as an intern at ABC Company, where I gained experience in financial analysis and reporting.
I am proficient in using financial software such as Excel and QuickBooks.
I have excellent analytical and problem-solving skills.
I am a team player and ha
posted on 8 Aug 2022
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based on 3 interviews
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