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SVM stands for Support Vector Machine, a supervised learning algorithm used for classification and regression analysis.
SVM is a type of machine learning algorithm that analyzes data for classification and regression analysis.
It works by finding the best possible boundary between different classes of data points.
SVM can be used for both linear and non-linear data.
It is commonly used in image classification, text classif...
ANN stands for Artificial Neural Network, a machine learning model inspired by the structure and function of the human brain.
ANN is a type of deep learning algorithm that can be used for tasks such as image recognition, natural language processing, and predictive analytics.
It consists of layers of interconnected nodes that process and transmit information, with each layer performing a different type of computation.
ANNs...
Yes, I have participated in several Kaggle competitions.
I have participated in Kaggle competitions related to image classification and natural language processing.
I have used various machine learning algorithms such as Random Forest, Gradient Boosting, and Convolutional Neural Networks.
I have achieved a top 10% ranking in a Kaggle competition on image classification.
I have also contributed to open-source projects relat
I would prefer a location that is easily accessible and has a good work-life balance.
Accessibility
Work-life balance
It depends on various factors.
Money is not the only factor that determines job satisfaction.
I value job security, work-life balance, and growth opportunities.
If the new job offers better prospects in these areas, I might consider it.
However, I am committed to my current job and would not leave without careful consideration.
My dream company is a tech startup that values innovation, creativity, and work-life balance.
Innovative and creative work culture
Flexible work hours and remote work options
Opportunities for professional growth and development
Collaborative and supportive team environment
Competitive compensation and benefits package
A deadline for a project submission
Meeting a tight deadline
Presenting in front of a large audience
Handling a crisis situation
Negotiating a deal under time pressure
Yes, I created a data visualization tool using D3.js
Developed a web application using D3.js to visualize data from a CSV file
Implemented interactive features such as zooming and filtering
Received positive feedback from users for its user-friendly interface
Top trending discussions
I applied via Campus Placement and was interviewed in Nov 2024. There were 4 interview rounds.
The aptitude test consisted of a combination of three types of subjects: Quantitative, English, and Logical Reasoning. The difficulty level was challenging, and it would be beneficial to review the basics of the CAT exam.
The SUBSTITUTE function in Excel replaces a specific occurrence of a text string with another text string.
Syntax: SUBSTITUTE(text, old_text, new_text, instance_num)
text: The original text string where replacement will occur
old_text: The text string to be replaced
new_text: The text string to replace old_text with
instance_num: Optional parameter to specify which occurrence of old_text to replace
Example: =SUBSTITUTE("appl...
A pivot table in Excel is a data summarization tool that allows you to reorganize and summarize selected columns and rows of data.
Accessed by selecting the data range you want to analyze, then going to the 'Insert' tab and clicking on 'PivotTable'.
Utilized by dragging and dropping fields into the 'Rows', 'Columns', 'Values', and 'Filters' areas to organize and summarize data.
Can be used to quickly analyze large dataset...
Tableau and Power BI are both powerful data visualization tools, with Tableau being more user-friendly and Power BI offering better integration with Microsoft products.
Tableau is known for its user-friendly interface and ease of use for creating visually appealing dashboards.
Power BI offers better integration with Microsoft products such as Excel, SharePoint, and SQL Server.
Tableau is considered superior for its ease o...
To sort the top 10 rows in Excel, select the range of data, go to the Data tab, click on Sort, choose the column to sort by, select Top 10 from the options, and specify whether to sort in ascending or descending order.
Select the range of data containing the top 10 rows you want to sort.
Go to the Data tab in Excel.
Click on the Sort button.
Choose the column you want to sort by.
Select 'Top 10' from the 'Sort On' dropdown ...
Adjusted R-squared is a statistical measure that adjusts the R-squared value for the number of predictors in a regression model.
Adjusted R-squared takes into account the number of predictors in a regression model, providing a more accurate measure of the model's goodness of fit.
It penalizes the addition of unnecessary predictors, helping to prevent overfitting.
A higher adjusted R-squared value indicates a better fit of...
Correlation is a statistical measure that describes the relationship between two variables.
Correlation can range from -1 to 1, with 0 indicating no correlation, 1 indicating a perfect positive correlation, and -1 indicating a perfect negative correlation.
A positive correlation means that as one variable increases, the other variable also tends to increase. For example, there is a positive correlation between studying h...
The five stages of a project are initiation, planning, execution, monitoring and controlling, and closing.
Initiation: Defining the project, its scope, objectives, and stakeholders.
Planning: Creating a detailed project plan, including tasks, timelines, resources, and budget.
Execution: Carrying out the project plan and completing the work.
Monitoring and Controlling: Tracking project progress, managing changes, and ensuri...
Project managers focus on overseeing the execution of a specific project, while product managers are responsible for the overall strategy and development of a product.
Project managers are focused on the successful completion of a project within scope, budget, and time constraints.
Product managers are responsible for the strategic direction, development, and success of a product throughout its lifecycle.
Project managers...
Limitations of food delivery apps that need improvement
Inaccurate delivery times leading to customer dissatisfaction
Limited restaurant options available on the app
Difficulty in customizing orders or making special requests
Issues with order accuracy and missing items
Lack of transparency in pricing and additional fees
Led a team to successfully launch a new software application for a client
Developed project timeline and milestones
Assigned tasks to team members based on their strengths
Held regular team meetings to track progress and address any issues
Collaborated with client to ensure project met their expectations
Conducted thorough testing and quality assurance before final launch
I currently reside in a cozy apartment in downtown Seattle.
My place of domicile is in Seattle, Washington.
I live in a cozy apartment in downtown Seattle.
I have been a resident of Seattle for the past five years.
I come from a close-knit family with my parents and two siblings living in our household.
Close-knit family
Parents and two siblings
Living together in the same household
Family income can be derived from both a business and job holders.
Family income can come from a business owned by a family member.
Family income can also come from salaries earned by family members from their jobs.
In some cases, family income may be a combination of income from both business and job holders.
Examples: A family may own a small business like a bakery and also have family members working in corporate jobs.
A...
I am motivated to work in the insurance industry because of its stability, growth opportunities, and the chance to help individuals and businesses protect themselves financially.
Stability: Insurance is a stable industry that is less affected by economic downturns.
Growth opportunities: There are various career paths and opportunities for advancement within the insurance industry.
Helping others: Working in insurance allo...
Yes, I am willing to relocate to Bengaluru for the Project Manager position.
I am open to relocating for the right opportunity
I have experience working in different locations
I am excited about the prospect of working in Bengaluru
I was interviewed before Feb 2024.
posted on 14 Feb 2025
I was interviewed in Jan 2025.
Seeking new challenges and opportunities for growth.
Desire for new challenges and opportunities for growth
Looking for a company with better work-life balance
Seeking a role with more responsibility and leadership opportunities
WhatsApp is opened multiple times daily in my household for communication and sharing updates.
WhatsApp is opened multiple times daily for communication with family and friends
Used for sharing updates, photos, and videos
Helps in coordinating plans and staying connected with loved ones
I was interviewed in Jan 2025.
Design a clean code structure for API call, DB update, and UI update.
Separate concerns by creating separate classes or modules for API call, DB update, and UI update.
Use interfaces or abstract classes to define contracts for each component.
Implement error handling and data validation at each step.
Consider using asynchronous programming to prevent blocking the UI thread.
Use dependency injection to manage dependencies be
Use a unique identifier for each item in the recycler view and send it to the backend via API calls. Optimize by batching API calls and implementing pagination.
Assign a unique identifier to each item in the recycler view, such as an ID or position
Send the unique identifier of the currently shown item to the backend through API calls
Optimize by batching API calls to reduce network overhead
Implement pagination to load da
I have learned a lot in my journey so far, leading to my decision to switch companies. I have had conflicts with managers in the past.
Learned new technologies and tools in current role
Developed strong problem-solving and communication skills
Decided to switch companies for career growth opportunities
Had conflicts with a manager due to differing opinions on project direction
I was interviewed in Jan 2025.
A case study is a detailed examination of a specific individual, group, event, organization, or phenomenon, allowing researchers to analyze a situation deeply and understand its various elements by gathering information through methods like interviews, observations, and document analysis; the goal is to identify patterns, challenges, and potential solutions within the unique context of the case, often used in fields like social science, medicine, business, and education to explore complex situations and develop practical insights.
"case assignment" refers to the process of assigning a specific case, usually a real-world scenario or problem, to an individual or team to analyze, evaluate, and provide solutions within an academic or professional setting; key details include the case subject, relevant background information, key questions to address, expected deliverables, and deadlines, allowing the assignee to apply theoretical knowledge to practical situations and develop critical thinking
I was interviewed in Jan 2025.
I applied via Approached by Company and was interviewed in Dec 2024. There were 4 interview rounds.
The test consists of 60 questions to be answered in 50 minutes, primarily focusing on basic aptitude, and does not require any preparation.
I was interviewed in Dec 2024.
Aptitude test is a way for employers to assess a candidate's abilities through a variety of different testing formats. Aptitude tests will test your ability to perform tasks and react to situations at work. This includes: problem-solving. prioritisation.5 May 2023
Group discussion (GD) is a structured conversation where a group of people discuss a specific topic. GDs are often used in job interviews, academic settings, and business meetings.
Reporter disappeared while on (an) assignment in the war zone.
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