Sample size is what determines if you see a broad view or a focus on minute details; the art and science of correctly determining it involves a careful balancing act. Finding an appropriate sample size demands a clear understanding of the level of detail you wish to see in your data and t...
Before modelling with the data, analysis of the data is always a required task to perform to know its property. In data analysis, outlier detection is much needed as its presence may change the behaviour of data. If the data with outliers is pushed into a model it can provide various harm...
Categorical data is used to group responses into distinct categories. These categories can be nominal (no specific order) or ordinal (ordered). Examples: Nominal Data: “Which of the following best describes your current job role?” Options: Manager, Engineer, Sales, Marketing Ordinal Data: “H...
A new way for you to locate information in Help is through the How Do I page. The How Do I page presents a categorical view of select Help content that you can browse. How Do I is a filtered view of the MSDN library that mostly includes documents called How-to's or Walkthroughs, ...
import keras from keras.models import Sequential from keras.layers import Dense from keras.utils import to_categorical import matplotlib.pyplot as plt Note that the output from this cell states that Keras is using a TensorFlow back end. Because the MNIST neural network example is so common, Ker...
Starting with a template can also spark creative ideas for your infographic and inspire original ways to tell your visual story. Other important qualities I recommend considering as you choose a template include: Whether your infographic is using quantitative, qualitative, or categorical data. How com...
6. Type of Data It is important to define whether your data is continuous, categorical, or binary. In the case of continuous data, you must also check if the data are normally distributed or skewed, to further define which statistical test to consider. ...
Hiding stock in the storage room is a technique many retailers use to improve engagement with shoppers. Asking for product availability opens the door to a conversation. That conversation quickly fades if you then spend 15 minutes wading through a pile of inventory in your stockroom. Meanwhile, ...
dark blue will give a surprised reaction as the colors shift from light to dark, as if, "Ooh, something has categorically changed," whereas the brains of English speakers, for example,that don't make this categorical distinction, ...
- httpRequests/ - this looks like a history of all requests and responses I made - not everyone needs to know this, nor everyone will have the same requests and responses at their local machine database plugin Comment actions My 2c: ...