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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you choose the best machine learning algorithm for a given dataset?
RELATED INTERVIEW QUESTIONS
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How do you ensure reproducibility in your data analysis pipelines?
What is data lineage, and how does it help in tracking data flow?
What is transfer learning, and how is it useful in deep learning?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is the importance of data cleaning in data analytics, and what techniques would you use?
What is the K-nearest neighbors algorithm, and when would you use it?
What are deep learning and its key differences from traditional machine learning methods?
What is feature selection, and how does it impact the model’s performance?
How do you ensure that your analysis is unbiased when working with large datasets?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
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