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I applied via Company Website and was interviewed before Sep 2023. There were 2 interview rounds.
ML Case study with time-series data
Outliers are data points that significantly differ from other data points. Outlier detection algorithms identify and remove these anomalies.
Outliers are data points that fall far outside the normal range of values in a dataset.
Outlier detection algorithms include statistical methods like Z-score, Tukey's fences, and machine learning techniques like isolation forests and one-class SVM.
Outliers can skew statistical analy...
To handle huge amount of data efficiently, consider using distributed storage systems, data compression techniques, and data partitioning.
Utilize distributed storage systems like Hadoop or Spark to store and process large volumes of data across multiple nodes
Implement data compression techniques such as gzip or snappy to reduce storage space and improve data transfer speeds
Partition data into smaller chunks based on ke...
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posted on 1 Oct 2023
Have asked to submit the design calculations of syringe pumb
I applied via Approached by Company and was interviewed before Nov 2022. There were 2 interview rounds.
I applied via Referral and was interviewed before May 2021. There was 1 interview round.
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