Useful tips for everyday
What features can be extracted from text? Selection from the document part can reflect the information on the content words, and the calculation of weight…
What are mini batches? Batch means that you use all your data to compute the gradient during one iteration. Mini-batch means you only take a…
What is classifier evaluation? Classifiers are commonly evaluated using either a numeric metric, such as accuracy, or a graphical representation of performance, such as a…
How to determine if two sets of data are statistically different? The Students T-test (or t-test for short) is the most commonly used test to…
How can I learn math behind machine learning? As we know, almost all machine learning algorithms make use of concepts of Linear Algebra, Calculus, Probability…
How do you predict missing values in a time series Python? How to deal with missing values in a Timeseries in Python? Step 1 –…
How do you fix overfitting in linear regression? Let’s get into deeper, Training with more data. One of the ways to prevent Overfitting is to…
What can I use instead of batch normalization? What Are The Alternatives To Batch Normalization In Deep Learning… Fixup Initialisation. General Hamming Network(GHN) Group Normalization(GN)…
How to calculate and use the AUC score? The AUC score is simply the area under the curve which can be calculated with Simpson’s Rule.…
How features are extracted in neural networks? The Convolutional Neural Network is trained using Stochastic Gradient Descent with Momentum. The network consists of an input…