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I was interviewed in Jan 2025.
Classical ML for small datasets, deep learning for complex patterns, large language models for NLP tasks.
Classical machine learning models like SVM, Random Forest are suitable for small datasets with clear patterns.
Deep learning models like CNN, RNN are ideal for tasks with complex patterns and large amounts of data.
Large language models like GPT-3 are best suited for natural language processing tasks requiring underst...
CNN is a type of deep neural network commonly used for image recognition tasks.
CNNs use convolutional layers to extract features from input images.
They also include pooling layers to reduce spatial dimensions and prevent overfitting.
CNN architecture typically consists of convolutional layers, activation functions, pooling layers, and fully connected layers.
Examples of CNN architectures include LeNet, AlexNet, VGG, and
RNN is a type of neural network designed to handle sequential data by retaining memory of previous inputs.
RNNs are ideal for tasks like speech recognition, language translation, and time series prediction.
They have loops within their architecture that allow information to persist.
RNNs process inputs one at a time while maintaining a hidden state that captures information about what has been seen so far.
They can suffer ...
LSTM is a type of recurrent neural network designed to overcome the vanishing gradient problem and better capture long-term dependencies.
LSTM has a more complex architecture with multiple gates (input, output, forget) that control the flow of information.
LSTM can retain information over long sequences, making it suitable for tasks requiring memory of past inputs.
RNNs suffer from the vanishing gradient problem, where gr...
Filters in CNNs are small matrices used to extract features from input data through convolution operations.
Filters are small matrices applied to input data to extract specific features.
During convolution, filters slide over the input data to perform element-wise multiplication and summing.
Filters help CNNs learn patterns such as edges, textures, and shapes in images.
Example: A 3x3 filter applied to a grayscale image to
CNN detects lines in an image by using filters to convolve over the image, capturing patterns of pixel values.
CNN uses filters/kernels to convolve over the image, capturing patterns of pixel values.
Filters detect edges by highlighting changes in pixel values along lines.
Multiple convolutional layers learn to detect more complex patterns like curves or shapes.
Pooling layers help reduce spatial dimensions while retaining...
Vanishing gradient problem occurs when gradients become too small during backpropagation, leading to slow learning or stuck in local minima.
Vanishing gradient problem is common in deep neural networks with many layers.
It occurs when gradients become very small during backpropagation, making it difficult for the model to learn effectively.
One way to prevent vanishing gradients is by using activation functions like ReLU ...
Python function for hierarchical clustering on dataset to return k clusters
Use scipy library for hierarchical clustering
Use fcluster function to get cluster assignments
Specify the linkage method and distance metric
Example: scipy.cluster.hierarchy.linkage(data, method='average', metric='euclidean')
Example: scipy.cluster.hierarchy.fcluster(Z, k, criterion='maxclust')
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I applied via Walk-in and was interviewed in Dec 2024. There were 5 interview rounds.
Ask symbols of proof reading, front and back content aspects, book content matter like running head table and figure placement, quote and general style aspects like T1, T2, T3, T4 and sample books. Ask how to handle math code title for latec and 3b2 titles. How to read zero error pages and TOC blind folio pages etc.
I will give one simple and sample pages for reading and styling aspects and get the result
Coding test only conduct for candidate who have coming for paginators not for readers.
For experienced candidates go to meet the GD for concered department experts not for freshers
I am from XYZ city, passionate about this field, have X years of experience, willing to work extra hours and all shifts, expecting competitive salary.
Native place is XYZ city
Passionate about field, selected for interest and skills
X years of experience in similar roles
Willing to work extra hours and all shifts
Expecting competitive salary
Company rules and regulations include dress code, attendance policy, etc.
Company pro...
My father is a retired engineer and my native place is a small town in the countryside.
Father is a retired engineer
Native place is a small town in the countryside
I have a passion for leading and motivating teams to achieve success.
Enjoy working with and leading teams
Strong communication and interpersonal skills
Experience in team management or leadership roles
Passionate about driving team success
Ability to handle challenges and conflicts within a team
I have a Bachelor's degree in Business Administration and 5 years of experience in team management.
Bachelor's degree in Business Administration
5 years of experience in team management
Yes, I am willing to work overtime during high-pressure times to ensure the success of the team.
I understand the importance of meeting deadlines and delivering results, even if it means working extra hours.
I have experience managing teams during crunch times and have successfully led them to achieve their goals.
I am committed to supporting my team and ensuring that we meet our objectives, even if it requires working ov
Yes, I am ready to work all shifts including nights, weekends, and holidays.
I am flexible and willing to work any shift required by the team
I understand the importance of being available during peak times
I have previous experience working various shifts in a fast-paced environment
My expected salary is negotiable and dependent on the responsibilities and opportunities offered by the position.
My expected salary is flexible and open to discussion based on the job requirements and benefits package.
I am looking for a competitive salary that reflects my experience and skills in team management.
I am open to discussing salary options during the interview process.
Basic concepts of chemistry include atoms, elements, compounds, and chemical reactions.
Atoms are the basic building blocks of matter, composed of protons, neutrons, and electrons.
Elements are pure substances made up of only one type of atom, such as oxygen or gold.
Compounds are substances made up of two or more different elements chemically bonded together, like water (H2O) or salt (NaCl).
Chemical reactions involve the...
Glucose and fructose are both simple sugars, but they have different chemical structures and metabolic pathways.
Glucose is a monosaccharide with a six-carbon structure, while fructose is also a monosaccharide but with a five-carbon structure.
Glucose is the primary source of energy for the body and is found in foods like bread, pasta, and fruits, while fructose is sweeter than glucose and is found in fruits, honey, and ...
I was interviewed before Mar 2024.
Straive interview questions for popular designations
I applied via Company Website and was interviewed in Jul 2024. There were 2 interview rounds.
A job or type of work that you are given to do
A group discussion, or GD, is a structured conversation where a group of people share ideas, perspectives, and solutions to a topic. It can be a useful tool for brainstorming, problem-solving, and decision-making.
Group discussions are often used in schools and organizations as a way to assess a candidate's suitability for admission or employment. During a GD, a panel of observers evaluates the candidate's communication, social, leadership, and intellectual skills.
Here are some tips for participating in a group discussion:
Be respectful: Listen attentively to others and wait your turn to speak.
Be active: Initiate and contribute relevant points.
Be clear: Speak clearly and confidently.
Be organized: Structure your thoughts and use evidence and examples.
Be aware: Avoid jargon and overuse of filler words.
Some types of group discussions include brainstorming and interview panel discussions. The primary types of group discussions are factual, opinion-based, case study, and abstract.
Get interview-ready with Top Straive Interview Questions
ESG stands for Environmental, Social, and Governance. It refers to the three central factors in measuring the sustainability and ethical impact of an investment in a company or business.
Environmental factors focus on how a company performs as a steward of nature. This includes its carbon footprint, energy consumption, waste management, and pollution control.
Social factors assess how a company manages relationships with...
I applied via Approached by Company and was interviewed in Jul 2024. There were 2 interview rounds.
General aptitude and english comprehension and essay writing
I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.
Experienced project manager with a background in IT and a proven track record of delivering successful projects on time and within budget.
Over 5 years of experience managing IT projects
Strong leadership and communication skills
Expertise in project planning, budgeting, and risk management
Successfully led a team to implement a new CRM system, resulting in a 20% increase in sales
I have a proven track record of successfully managing projects, meeting deadlines, and exceeding expectations.
I have strong leadership skills and can effectively communicate with team members and stakeholders.
I am highly organized and detail-oriented, ensuring that all aspects of a project are carefully managed.
I am adept at problem-solving and can quickly adapt to changing circumstances to keep projects on track.
I hav...
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