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Various metrics like Mean Squared Error, R-squared, Mean Absolute Error can be used to evaluate regression model performance.
Mean Squared Error (MSE) - measures the average of the squares of the errors or deviations
R-squared (R2) - indicates the proportion of the variance in the dependent variable that is predictable from the independent variables
Mean Absolute Error (MAE) - measures the average of the absolute errors b...
Methods like median filtering, Gaussian filtering, and wavelet denoising can be used to remove noise from an image.
Median filtering replaces each pixel's value with the median value of its neighborhood.
Gaussian filtering uses a weighted average of neighboring pixels to smooth out noise.
Wavelet denoising decomposes the image into different frequency bands and removes noise from each band separately.
Machine learning-based problem.
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I applied via Recruitment Consultant and was interviewed before Feb 2020. There were 3 interview rounds.
I applied via Monster and was interviewed in Nov 2020. There was 1 interview round.
I applied via Campus Placement and was interviewed before Sep 2021. There was 1 interview round.
I applied via Referral and was interviewed before Sep 2021. There were 2 interview rounds.
I applied via Campus Placement and was interviewed before Apr 2022. There were 4 interview rounds.
The round consisted of basic question related to the electrical field. Depends on what area you chose to go in.
The GD consisted of 2-15 minute topics where we needed to instantly speak for and against within a group.
I applied via Company Website and was interviewed in Jun 2022. There were 2 interview rounds.
I worked as a software engineer at XYZ company.
Developed and maintained software applications
Collaborated with cross-functional teams to identify and solve technical issues
Participated in code reviews and testing
Implemented new features and enhancements
Provided technical support to clients and end-users
Manufacturing layout refers to the arrangement of equipment, machinery, and personnel in a manufacturing facility.
The layout should be designed to optimize production efficiency and minimize waste.
Factors to consider include the flow of materials, the location of storage areas, and the placement of workstations.
Examples of manufacturing layouts include product-oriented, process-oriented, and cellular layouts.
Manufacturing tools are equipment used in the production of goods.
Manufacturing tools include machines such as lathes, milling machines, and drill presses.
Hand tools such as wrenches, pliers, and screwdrivers are also used in manufacturing.
Inspection tools such as calipers and micrometers are used to ensure quality control.
Robotics and automation tools are becoming increasingly common in modern manufacturing.
Examples o...
DMAIC is a Six Sigma methodology used to improve processes by identifying and eliminating defects.
DMAIC stands for Define, Measure, Analyze, Improve, and Control
It is a data-driven approach to problem-solving
It helps in reducing variability and improving quality
Example: DMAIC can be used to improve the efficiency of a manufacturing process by identifying the root cause of defects and implementing solutions to eliminate
I applied via Company Website and was interviewed in Jan 2024. There were 2 interview rounds.
Maintenance refers to the process of keeping equipment, machinery, or systems in good working condition. There are different types of maintenance depending on the approach and objectives.
Preventive maintenance involves regularly scheduled inspections, cleaning, and servicing to prevent breakdowns and extend the lifespan of equipment.
Corrective maintenance is performed after a failure or breakdown occurs, aiming to rest...
I applied via Referral and was interviewed before Mar 2022. There were 2 interview rounds.
Check camera app, restart phone, clear cache, check for updates, check hardware.
Check if camera app is working properly
Restart the phone and try again
Clear cache of camera app
Check for software updates
Check if there is any physical damage to the camera
Check if the camera module is properly connected to the motherboard
FQC online is responsible for conducting quality checks during the manufacturing process.
FQC stands for Final Quality Control.
It involves checking the quality of products during the manufacturing process.
FQC online ensures that the products meet the required standards and specifications.
It helps in identifying and rectifying any defects or issues in the products before they are shipped to customers.
Examples of FQC onli...
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Product Development Engineer
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Associate CAD Engineer
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salaries
| ₹2.2 L/yr - ₹4.6 L/yr |
Senior Associate
120
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| ₹3.5 L/yr - ₹8.3 L/yr |
Project Manager
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salaries
| ₹6.5 L/yr - ₹27.8 L/yr |
Quality Engineer
101
salaries
| ₹1.5 L/yr - ₹6.2 L/yr |
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