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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 advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
How do you ensure that your machine learning model generalizes well on unseen data?
What is the confusion matrix, and how does it help evaluate classification models?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What are deep learning and its key differences from traditional machine learning methods?
Explain the difference between supervised and unsupervised learning with examples.
How would you evaluate the performance of a recommendation system?
Explain how an ensemble learning method like Random Forest improves model performance.
Explain the importance of hyperparameter tuning in improving machine learning models.
What is an anomaly detection system, and how would you implement it in Python?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What is the Kurtosis of a distribution, and how do you interpret it?
What is data leakage, and how can you prevent it in your analytics projects?
What are the types of biases in data analysis and how can they be minimized?
What are the key differences between machine learning and deep learning models?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
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