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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data lineage, and how does it help in tracking data flow?
RELATED INTERVIEW QUESTIONS
What is the role of visualization in data analysis, and which Python libraries would you use?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is causal inference, and how does it differ from correlation analysis?
What are the key differences between supervised and unsupervised learning in data analytics?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you perform outlier detection using machine learning techniques?
What is the K-nearest neighbors algorithm, and when would you use it?
How do you apply nearest neighbor algorithms for recommendation systems?
How would you evaluate and select the best machine learning model for a specific use case?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is the concept of feature extraction in computer vision?
How do you select relevant features from a dataset to improve model accuracy?
Explain how hyperparameter optimization improves machine learning model performance.
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