i
Standard Chartered
Filter interviews by
Clear (1)
Recommendation engines analyze user data to suggest items based on preferences and behavior.
Recommendation engines use collaborative filtering to suggest items based on user behavior and preferences.
They can also use content-based filtering to recommend items similar to ones the user has liked in the past.
Some recommendation engines combine both collaborative and content-based filtering for more accurate suggestions.
Ex...
I applied via Recruitment Consulltant and was interviewed before Mar 2023. There was 1 interview round.
I applied via Campus Placement and was interviewed before Feb 2023. There were 4 interview rounds.
Difficult yet went well
Went well. Prepare GD well as it's a major screening
Step function is a function that returns a constant value for a certain range of inputs.
In machine learning, step functions are used as activation functions in neural networks.
They are typically used in binary classification problems where the output is either 0 or 1.
Examples include Heaviside step function and sigmoid step function.
Investigate the model performance metrics and adjust the threshold for classification.
Analyze the confusion matrix to understand the distribution of false positives.
Adjust the threshold for classification to reduce false positives.
Consider using different evaluation metrics like precision, recall, and F1 score.
Explore feature importance to identify variables contributing to false positives.
I applied via Campus Placement and was interviewed before Dec 2023. There were 2 interview rounds.
The first technical round will cover how computer vision works, including the advantages and disadvantages of regression and random forest. It will also include discussions on when to use precision and recall, methods to reduce false positives, and criteria for selecting different models. Additionally, disadvantages of PCA will be addressed, along with project-related questions. The second round will focus on standard aptitude tests, while the third round will involve a casual conversation with the Executive Vice President.
Normal aptitude questions
I applied via Job Portal and was interviewed in Dec 2021. There were 2 interview rounds.
I applied via Campus Placement and was interviewed in Jan 2022. There were 3 interview rounds.
Coding related objective questions
I applied via Referral and was interviewed before Jul 2023. There were 2 interview rounds.
If else conditions, data merging, datetime conversions, EDA on a sample data set, duplicates removal and missing value imputation
To target customers for a kids account, focus on features like parental controls, educational content, and interactive games.
Implement parental controls to assure parents of child safety online.
Include educational content to attract parents looking for learning opportunities.
Incorporate interactive games to engage children and make the account more appealing.
Offer rewards or incentives for completing educational activi...
based on 1 interview
Interview experience
based on 5 reviews
Rating in categories
Team Lead
2.5k
salaries
| ₹0 L/yr - ₹0 L/yr |
Associate Manager
2.3k
salaries
| ₹0 L/yr - ₹0 L/yr |
Senior Officer
2.3k
salaries
| ₹0 L/yr - ₹0 L/yr |
Manager
2k
salaries
| ₹0 L/yr - ₹0 L/yr |
Senior Analyst
1.9k
salaries
| ₹0 L/yr - ₹0 L/yr |
HSBC Bank
ICICI Bank
HDFC Bank
Axis Bank