Python Random Tips #9

This is not a Python Starter Tutorial but advanced Python Tips in a Random Order. Do you know the use of ‘else’ in loop (for and while) in Python? The ‘else’ part of statements will get executed only if the for loop completes and reaches it’s end without any ‘break’. #1 Let’s take an example:Continue reading “Python Random Tips #9”

Random Python Question #7

What is ‘Dunder init’? Dunder is ‘Double under(score)’ is one of the special method in Python. As you can see this method got two underscores at beginning and the end of the method name (init). This dunder init is kind of ‘constructor’ from other object oriented programming languages. When a new instance of a PythonContinue reading “Random Python Question #7”

Random Python Question #6

When loc and iloc can give same output? Let’s take an example: what is the output of loc[1] for the above Data Frame? When we use iloc[1], the output is: That is, the output is same for both loc and iloc. Please note: We need to provide label as input for data filtering for loc.Continue reading “Random Python Question #6”

Random Machine Learning #3

When Feature Scaling should be done? Feature Scaling should be done after splitting the data into train and test datasets. Feature scaling techniques such as normalization will be done using the train data. The important reason for normalization technique to be done after the train and test data split is to avoid data leakage. IfContinue reading “Random Machine Learning #3”

Random Machine Learning #2

What is Feature Scaling? During the data pre-processing stage, feature scaling is used to scale the independent variables within the same range (say between 0 and 1 or between -1 and +1). Why we need to do the feature scaling? This will ensure no independent variable dominates the machine learning algorithms. Do you know? FeatureContinue reading “Random Machine Learning #2”

Random Python Questions #4

0.1 + 0.4 == 0.5 The above is ‘True’, using Python script execution, right? Of course, yes. But if you try in Python script 0.1 + 0.2 == 0.3 this will return ‘False‘. It supposed to return ‘True’ but why it gives ‘False’. Why? Do you know some of the above == return ‘False’ insteadContinue reading “Random Python Questions #4”

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