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Articles tagged with #machine-learning
Introduction When you typecast a datetime column to a date in a database or programming language, it typically does not change the original data everywhere automatically. Instead, it creates a new representation of the data where the time component...
Introduction to Statistics Statistics is the science of collecting organizing and analyzing data Types of Statistics There are two types of statistics Inferential Statistics Descriptive Statistics 1. Inferential Statistics: In Inferential Stati...
Introduction to the data set This data set has the following features as input columns date ( self-explanatory) currently given in strings day ( self-explanatory) currently given in strings month ( self- explanatory) currently given in strings Temp...
Introduction to EDA Intuition Imagine your wolf pack decides to watch a movie you haven’t heard of.There is absolutely no debate about that,it will lead to a state where you find yourself puzzled with lot of questions which needs to be answered in o...
Introduction to Feature Scaling It is the last step in feature transformation. Feature Scaling is a method to standardize the independent features present in the data to a fixed range Methods to do Feature Scaling There are two methods to do featu...
What is feature engineering? It is the process of using domain knowledge to extract features from raw data In the machine learning development life cycle, this is the second step after performing EDA Why perform feature engineering? Feature engin...
