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I have worked on various projects involving data analysis, visualization, and interpretation.
Developed predictive models using machine learning algorithms
Performed data cleaning and preprocessing to improve data quality
Created interactive dashboards for data visualization
Conducted statistical analysis to identify trends and patterns
Collaborated with cross-functional teams to derive actionable insights
I typically utilize tuning parameters such as learning rate, regularization strength, batch size, and number of epochs.
Learning rate: Adjusting the step size during optimization to control how quickly the model learns.
Regularization strength: Balancing between fitting the training data well and preventing overfitting.
Batch size: Determining the number of samples processed before updating the model.
Number of epochs: Set...
I applied via LinkedIn and was interviewed in Oct 2023. There were 2 interview rounds.
Normal questions on statistics and python graph and charts guesstimated
I applied via Company Website and was interviewed before Jul 2022. There were 5 interview rounds.
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Data management involves organizing, storing, protecting, and maintaining data to ensure its accuracy and accessibility.
Identify the type of data and its source
Establish a data governance framework
Implement data security measures
Use data management tools and software
Regularly backup and archive data
Ensure compliance with data regulations
Monitor data quality and integrity
Provide access to authorized users only
Data analytics is the process of examining data sets to draw conclusions about the information they contain.
It involves collecting, cleaning, and transforming data
Applying statistical and mathematical models to analyze the data
Visualizing and presenting the results in a meaningful way
Examples include predicting customer behavior, identifying trends, and optimizing business processes
Analytics helps us make data-driven decisions and improve business outcomes.
Analytics provides insights into customer behavior and preferences.
It helps identify trends and patterns in data that can be used to optimize business processes.
Analytics can also be used to measure the effectiveness of marketing campaigns and other initiatives.
It enables businesses to make data-driven decisions that lead to improved outcomes a...
I appeared for an interview before Nov 2016.
I applied via Walk-in and was interviewed in Sep 2020. There was 1 interview round.
I applied via Referral and was interviewed in Jul 2020. There were 3 interview rounds.
I applied via Walk-in and was interviewed before May 2020. There were 3 interview rounds.
I applied via Campus Placement and was interviewed before Jul 2020. There were 4 interview rounds.
I appeared for an interview before Nov 2019.
based on 3 interviews
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