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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is dimensionality reduction, and why is it important in data analytics?
RELATED INTERVIEW QUESTIONS
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
How do you assess the impact of outliers in your data and model predictions?
How does the concept of cross-validation help prevent overfitting in machine learning models?
How do you optimize an ML model when the dataset is imbalanced?
How does the k-means clustering algorithm work and when should it be used?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the role of cloud computing in enabling data analytics at scale?
What is Bagging in machine learning, and how does it reduce overfitting?
How would you apply cross-validation techniques in a deep learning model?
Explain how backpropagation works in training neural networks.
How do you optimize the hyperparameters of machine learning algorithms?
What is the importance of data privacy in analytics, and how do you ensure compliance?
How would you perform real-time data analysis using Kafka and Spark?
How do you handle high cardinality categorical features in machine learning models?
How would you measure the impact of an analytics model in a business setting?
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