Label Encoding Label Encoding is a popular encoding technique for handling categorical variables. In this technique, each label is assigned a unique integer based on alphabetical ordering. Let’s see how to implement label encoding in…
Month: August 2022
Less Is Not Laziness. Alternating periods of activity and rest is necessary to survive, let alone thrive. By working only when you are most effective, life is both more productive and more enjoyable. Doing…
Let’s create an EC2 instance where we’ll deploy the API with Docker. First, connect to your AWS account, go to the EC2 section and pick a distribution. I recommend Ubuntu 20.04 LTS for this…
What is One Hot Encoding? A one-hot encoding is a representation of categorical variables as binary vectors. This first requires that the categorical values be mapped to integer values. Then, each integer value is…