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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you perform root cause analysis using data analytics in business?
RELATED INTERVIEW QUESTIONS
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do you prevent model bias in machine learning algorithms?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
How do you detect data imbalances in a classification problem and address them?
What are the best practices for analyzing real-time data streams?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What are the benefits of using cloud analytics over on-premise solutions?
What is the importance of heteroscedasticity in regression models?
What are the ethical considerations when analyzing customer data in analytics?
What is ensemble learning, and why is it useful in machine learning?
What are LSTM networks, and how are they used in sequence prediction tasks?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
What is deep learning and how is it used for image recognition?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is feature selection, and how does it impact the model’s performance?
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