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Types of ML include supervised learning, unsupervised learning, semi-supervised learning, reinforcement learning, and self-supervised learning.
Supervised learning: Uses labeled data to train a model to make predictions.
Unsupervised learning: Finds patterns in unlabeled data without predefined outputs.
Semi-supervised learning: Uses a small amount of labeled data with a large amount of unlabeled data.
Reinforcement learni...
Tuning data parameters involves adjusting various settings to optimize the performance of a machine learning model.
Identify relevant parameters to tune based on the specific model and dataset
Use techniques like grid search, random search, or Bayesian optimization to find the best parameter values
Evaluate the model performance using metrics like accuracy, precision, recall, and F1 score
Iteratively adjust parameters and
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CFMEA stands for Control Failure Mode and Effects Analysis.
CFMEA is a systematic approach used to identify and mitigate potential failures in a process or system.
It involves analyzing failure modes, their causes, and the potential effects on the process or system.
CFMEA helps in prioritizing and implementing control measures to prevent or minimize failures.
It is commonly used in industries such as manufacturing, automot...
System level DFMEA is given main preference.
System level DFMEA considers the entire system and its interactions.
Component level DFMEA focuses on individual components.
System level DFMEA is more comprehensive and effective in identifying potential failures.
Example: In automotive industry, system level DFMEA would consider the entire vehicle and its subsystems.
Example: In medical devices, system level DFMEA would conside...
I applied via Recruitment Consulltant and was interviewed before Feb 2021. There was 1 interview round.
I applied via Recruitment Consulltant and was interviewed before Feb 2021. There was 1 interview round.
I applied via Job Portal and was interviewed before May 2023. There were 2 interview rounds.
I applied via Campus Placement and was interviewed before Mar 2022. There were 3 interview rounds.
GD topic was scope of organic farming in India
I applied via Referral and was interviewed in Aug 2021. There was 1 interview round.
posted on 24 Dec 2024
I applied via Company Website and was interviewed in Nov 2024. There were 4 interview rounds.
Ok i am ready for interview
Do you best my life is all efforts
My side can do best in company policy
I applied via Campus Placement and was interviewed before Jun 2021. There was 1 interview round.
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