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 handle unstructured data in analytics models?
RELATED INTERVIEW QUESTIONS
What are the advantages and disadvantages of using deep learning for structured data analysis?
Explain the concept of reinforcement learning and its applications in analytics.
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How do you perform root cause analysis using data analytics in business?
How do you analyze multi-class classification problems with machine learning?
What is the difference between classification and regression problems in analytics?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you measure the generalization error of a machine learning model?
What is overfitting, and how can it be avoided using regularization techniques?
What are the challenges of working with unstructured data, and how can they be overcome?
How do you ensure reproducibility in your data analysis pipelines?
What is the purpose of a ROC curve in model evaluation?
What is feature selection, and how does it impact the model’s performance?
How do you optimize the hyperparameters of machine learning algorithms?
Explain the difference between bagging and boosting techniques.
X