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Overfitting in decision trees occurs when the model learns noise in the training data rather than the underlying pattern.
Overfitting happens when the decision tree is too complex and captures noise in the training data.
It leads to poor generalization on unseen data, as the model is too specific to the training set.
To prevent overfitting, techniques like pruning, setting a minimum number of samples per leaf, or using en
Bagging is a machine learning ensemble technique where multiple models are trained on different subsets of the training data and their predictions are combined.
Bagging stands for Bootstrap Aggregating.
It helps reduce overfitting by combining the predictions of multiple models.
Random Forest is a popular algorithm that uses bagging by training multiple decision trees on random subsets of the data.
A neuron is a basic unit of a neural network that receives input, processes it, and produces an output.
Neurons are inspired by biological neurons in the human brain.
They receive input signals, apply weights to them, sum them up, and pass the result through an activation function.
Neurons are organized in layers in a neural network, with each layer performing specific tasks.
In deep learning, multiple layers of neurons ar...
Basic quants,lrdi and coding round
I applied via Naukri.com and was interviewed before Oct 2023. There were 2 interview rounds.
Python coding and sql coding
List of strings starting with 'a'
Use a loop to iterate through each string
Check if each string starts with 'a'
Add the string to the list if it starts with 'a'
Use SQL query to find max value from a table
Use SQL query SELECT MAX(column_name) FROM table_name;
For example, SELECT MAX(salary) FROM employees;
Ensure proper column name and table name are used in the query
I applied via Hirect and was interviewed in May 2022. There were 5 interview rounds.
Basic python sql questions, mcq based and coding questions.
General aptitude basics
Mcq and basic ml model building
I applied via Referral and was interviewed before Oct 2023. There was 1 interview round.
Python sql basic questions
Basic test with Data Structures, algorithms, SQL questions
I applied via Naukri.com and was interviewed in Oct 2022. There were 5 interview rounds.
Basic statistics questions and coding questions on modeling
To solve conflicts between two people in my team, I would encourage open communication, facilitate a discussion, and find a mutually agreeable solution.
Encourage open and honest communication between the two individuals involved
Facilitate a discussion where both parties can express their concerns and perspectives
Identify common ground and areas of agreement
Encourage empathy and understanding towards each other's viewpo...
I applied via Naukri.com and was interviewed before Aug 2021. There were 4 interview rounds.
Machine learning MCQ questions. 2 model-building questions.
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