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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of support vector machines (SVM) in classification tasks?
RELATED INTERVIEW QUESTIONS
How does feature scaling improve the convergence of gradient descent algorithms?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is data leakage, and how can you prevent it in your analytics projects?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
Explain the Naive Bayes algorithm and its application in data analytics.
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is the accuracy paradox and how does it affect model evaluation?
What are the primary steps involved in preparing data for a machine learning model?
What is the role of natural language processing in analyzing customer feedback?
How do you optimize machine learning models for real-time decision-making?
What is the role of Markov chains in predictive analytics for customer behavior?
What is regression analysis, and how do you apply it in business analytics?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What are some of the most common causes of overfitting in machine learning models, and how do you mitigate them?
How do you use data augmentation to improve a deep learning model’s performance?
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