Useful tips for everyday
What is the difference between stateless and stateful LSTM? In stateless cases, LSTM updates parameters on batch1 and then, initiate hidden states and cell states…
Is Prophet a linear model? Forecasting Growth By default, Prophet uses a linear model for its forecast. When forecasting growth, there is usually some maximum…
How do you visualize the relationship between two categorical variables? To study the relationship between two variables, a comparative bar graph will show associations between…
Can I use facial recognition to find someone? A face isn’t quite as unique and ageless as a fingerprint, but it’s easily captured and searched.…
Which is better random forest or neural network? Random Forest is a better choice than neural networks because of a few main reasons. Neural networks…
What is Arima time series forecasting? A popular and widely used statistical method for time series forecasting is the ARIMA model. ARIMA is an acronym…
What does RMSprop stand for? Root Mean Square Propagation RMSprop stands for Root Mean Square Propagation. It is an unpublished, yet very widely-known gradient descent…
Is white noise normally distributed? Statistical properties Noise having a continuous distribution, such as a normal distribution, can of course be white. White noise is…
What is the proper way to split training and test set? The train-test split procedure is appropriate when you have a very large dataset, a…
Is decision tree classifier linear? Decision trees is a non-linear classifier like the neural networks, etc. It is generally used for classifying non-linearly separable data.…