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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 differences between deep learning and ensemble methods in predictive analytics?
RELATED INTERVIEW QUESTIONS
How do you evaluate the predictive accuracy of a machine learning model?
How do you optimize machine learning models for real-time decision-making?
What is Bagging in machine learning, and how does it reduce overfitting?
What is overfitting, and how can it be avoided using regularization techniques?
Explain the concept of model overfitting and how can it be mitigated.
What is reinforcement learning, and where is it applied in business analytics?
How would you perform outlier detection using Isolation Forest?
What are the common types of clustering algorithms, and how do you choose between them?
How do you perform feature engineering in time-series data?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
How do you implement a Markov Chain for predictive analytics in customer behavior?
What is dimensionality reduction, and why is it important in data analytics?
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
What is the difference between classification and regression problems in analytics?
How would you implement Text Classification using machine learning algorithms?
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