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I applied via Naukri.com and was interviewed in May 2022. There were 4 interview rounds.
Recall is a metric used to measure the ability of a model to find all relevant instances in a dataset.
Recall is the ratio of true positives to the sum of true positives and false negatives.
It is used as an evaluation metric to assess the model's ability to identify all positive instances correctly.
In multi-label data, recall can be calculated for each label separately and then averaged.
The number of hidden layers and n...
Universal approximation theorem states that a neural network with a single hidden layer can approximate any continuous function.
A neural network with a single hidden layer can approximate any continuous function
It is a fundamental theorem in the field of deep learning
The theorem applies to a wide range of activation functions
The number of neurons required in the hidden layer may vary depending on the complexity of the ...
Backpropagation is a supervised learning algorithm used to train neural networks by adjusting weights to minimize error.
It involves propagating the error backwards through the network to adjust the weights of the connections between neurons.
The algorithm uses the chain rule of calculus to calculate the gradient of the error with respect to each weight.
The weights are then updated using a learning rate and the calculate...
Avoid ReLU when dealing with negative values or vanishing gradients.
When dealing with negative values, use Leaky ReLU or ELU instead.
When facing vanishing gradients, use other activation functions like tanh or sigmoid.
In some cases, using ReLU in all layers can lead to dead neurons.
Consider the nature of your data and the problem you are trying to solve before choosing an activation function.
To get embeddings of long sentences/paragraphs truncated by BERT, we can use pooling techniques like mean/max pooling.
We can use pooling techniques like mean/max pooling to get embeddings of truncated sentences/paragraphs.
We can also use sliding window approach to get embeddings of overlapping segments of the long input.
For using BERT on such long inputs, we can use sentence embeddings or word embeddings depending on t...
I would want to be a dolphin because of their intelligence, social nature, and ability to swim freely in the ocean.
Dolphins are known for their high level of intelligence and problem-solving abilities.
They are highly social animals and live in groups called pods.
Dolphins have the ability to communicate with each other using a complex system of clicks, whistles, and body movements.
They are also known for their agility a...
Lack of communication, unresponsiveness, and lack of accountability frustrate me.
Lack of communication: When teammates fail to communicate important information or updates, it hampers the progress of the project.
Unresponsiveness: When teammates do not respond to emails, messages, or requests in a timely manner, it slows down the workflow and creates bottlenecks.
Lack of accountability: When teammates do not take respons...
I would respectfully discuss my concerns with my manager and propose alternative solutions.
Initiate a conversation with the manager to understand their perspective
Express concerns and provide logical reasoning for alternative approaches
Present data or examples to support the proposed solutions
Maintain a respectful and professional attitude throughout the discussion
Seeking new opportunities to further develop my skills and contribute to a more challenging and dynamic environment.
Looking for new challenges and growth opportunities
Seeking a more dynamic and innovative work environment
Wanting to work on a wider range of projects and gain diverse experience
Desire to contribute to a company with a stronger focus on data science
Exploring opportunities for career advancement and profess
I am looking for new opportunities or change because I want to further develop my skills and contribute to a dynamic and innovative team.
Seeking new challenges and growth opportunities
Interested in working with a diverse and talented team
Want to contribute to innovative projects and make a meaningful impact
Desire to expand knowledge and skills in data science
Looking for a company culture that aligns with my values and
Exploring more offers to make an informed decision and maximize career growth.
To evaluate the best fit for my skills, interests, and long-term goals.
To negotiate better compensation and benefits.
To gain exposure to different industries, technologies, and projects.
To expand professional network and opportunities.
To ensure job security and minimize risks.
To have a backup option in case one offer falls through.
To explore ...
I applied via Recruitment Consulltant and was interviewed before Feb 2023. There were 2 interview rounds.
2 question
1. Find the highest stock proce profit in a day.
2. To rollup and aggregate claims at covergae level.
Top trending discussions
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 Company Website and was interviewed in Feb 2024. There was 1 interview round.
What id regularization
posted on 18 Sep 2022
I applied via Campus Placement and was interviewed before Sep 2021. There was 1 interview round.
posted on 8 Aug 2022
5 people including in gd
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
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 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
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