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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is overfitting, and how can it be avoided using regularization techniques?
RELATED INTERVIEW QUESTIONS
What is an anomaly detection system, and how would you implement it in Python?
How would you apply cross-validation techniques in a deep learning model?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you perform dimensionality reduction, and why is it essential in machine learning?
What is the role of visualization in data analysis, and which Python libraries would you use?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
What is the significance of hyperparameter tuning in optimizing machine learning models?
How do you detect data imbalances in a classification problem and address them?
How do you implement automated machine learning (AutoML) tools in your workflow?
How would you handle an imbalanced dataset in a classification problem?
What is the difference between KNN and SVM in classification tasks?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What is Boosting in machine learning, and how does it work?
How do you optimize model performance in an unsupervised learning task?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
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