Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you choose the best machine learning algorithm for a given dataset?
RELATED INTERVIEW QUESTIONS
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How do you handle high-cardinality categorical features in machine learning models?
How do you handle missing data in large datasets using imputation techniques?
How would you deal with multicollinearity in a regression analysis?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What are the steps involved in building a recommendation system for e-commerce?
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain the concept of Big Data and its challenges in the context of data analytics.
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What are the key differences between a decision tree and a random forest?
What are the main differences between batch processing and real-time processing in data analytics?
Explain the difference between data mining and data analytics.
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
How do you deal with skewed data in regression models?
How do you optimize an ML model when the dataset is imbalanced?
X