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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you use time-series decomposition to analyze seasonal trends?
RELATED INTERVIEW QUESTIONS
What are the challenges in analyzing big data, and how do you mitigate them?
What is multi-objective optimization, and how does it differ from single-objective optimization?
How would you handle seasonality in a time-series forecasting problem?
What is overfitting, and how can it be avoided using regularization techniques?
What is tuning in machine learning, and how do you apply it to hyperparameters?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the significance of data encryption in data privacy and analytics?
How do you perform outlier detection using machine learning techniques?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How would you evaluate the performance of a recommendation system?
How would you handle noisy data when training a machine learning model?
What is linear programming, and how does it relate to data optimization problems?
What is the role of unsupervised learning in anomaly detection?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is the difference between KNN and SVM in classification tasks?
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