Please conduct a 15-minute teaching demo based on provided teaching materials.
Data Sciences Interview Questions
10,891 data sciences interview questions shared by candidates
Precision vs Recall, Type 1- type 2 error, assumptions of linear regression, why do we use big data, How use SVM for multiclass, how to deal with data imbalance, F statistic, F test, t test, Degree of freedom of linear regression model, Lasso vs ridge regression
Time series analysis of airplane data.
Where do you see yourself in 10 years?
Explain how lightgbm works? (Intution)
MCQ round - they asked about ML concepts like F1, various classifiers, bias and variance, confusion matrix, CNNs, DNNs, RNNs.
1. How to transfer words from one list to another
Tell me about yourself, why ClearView, why lifescience consulting. There are a few behavior questions such as tell me about a time you solved a conflict, etc.
Come ti vedi fra cinque anni? Che interessi hai nell'ambito DataScience?
Regarding Confusion Matrix and Regression
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