Safa Mulani

Hello, readers! In this article, we will be focusing on the Understanding and Implementation of KNN in Python. So, let us get started!! What is KNN Algorithm? KNN is an acronym for K-Nearest Neighbor. It is a Supervised machine learning…

Hello, readers! In our series of Data processing and analysis, today we will be having a look at Detection and Removal of Outliers in Python. So, let us get started! What are Outliers in Python? Before diving deep into the…

Hello, readers! In our series of Error Metrics, we have understood and implemented Root Mean Square Error. Today, we will be focusing on another important error metric in model building — Mean Absolute Percentage Error (MAPE) in Python. What is…

Hey, readers! In this article, we will be focusing on Python predict() function in detail. So, let us begin now!! Understanding the predict() function in Python In the domain of data science, we need to apply different machine learning models…

Hello readers. In this article, we will be focusing on Implementing RMSE – Root Mean Square Error as a metric in Python. So, let us get started!! What is Root Mean Square Error (RMSE) in Python? Before diving deep into…

Hey, readers. In this article, we will be focusing on 2 Important techniques to Standardize Data in Python. So, let us get started!! Why do we need to standardize data in Python? Before diving deep into the concept of standardization,…

Hello, folks! In this article, we will be focusing on 3 important techniques to Impute missing data values in Python. So, let us begin. Why do we need to impute missing data values? Before going ahead with imputation, let us…

Hello readers! In this article. we will be focusing on how we can normalize data in Python. So, let us get started. What is Normalization? Before diving into normalization, let us first understand the need of it!! Feature Scaling is…