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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the steps involved in building a recommendation system for e-commerce?
RELATED INTERVIEW QUESTIONS
How would you evaluate and select the best machine learning model for a specific use case?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain how an ensemble learning method like Random Forest improves model performance.
What is the importance of data privacy in analytics, and how do you ensure compliance?
What is multi-objective optimization, and how does it differ from single-objective optimization?
How do you optimize an ML model when the dataset is imbalanced?
Explain how overfitting and underfitting affect the performance of a machine learning model.
Explain the difference between bagging and boosting techniques.
What is the significance of the ROC-AUC score in evaluating classification models?
What is regression analysis, and how do you apply it in business analytics?
How do you use SQL joins in data analytics to integrate data from multiple sources?
What are the differences between LSTM and GRU networks in deep learning?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the concept of Feature Extraction in computer vision analytics?
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