Ayushman DurgapalIntroduction to Linear RegressionLinear Regression is the most basic and one of the most common machine learning algorithms and forms the basis for many other algorithms…Sep 8, 2023Sep 8, 2023
Ayushman DurgapalData Preprocessing — Handling Categorical VariablesThis articles focusses on the different methods to handle categorical variables in PythonAug 5, 2023Aug 5, 2023
Ayushman DurgapalData Preprocessing — Handling Duplicate Values and Outliers in a datasetWhile working on a real world dataset, we might come across very messy data which involves a lot of duplicate values. Such records do not…Jul 30, 20231Jul 30, 20231
Ayushman DurgapalData Preprocessing — Handling Missing Values in a datasetThis article focusses on different methods to handle missing numerical as well as categorical values in a dataset.Jul 16, 2023Jul 16, 2023
Ayushman DurgapalStatistics for Machine LearningStatistical concepts are basically used to clean, visualize, and analyze and draw insights from a dataset. Statistics of the whole or a…Jul 8, 2023Jul 8, 2023
Ayushman DurgapalData Visualization using PythonThis article will get you familiar with almost all the different types of visuals to analyze data and how to create them in Python.Jun 24, 20231Jun 24, 20231
Ayushman DurgapalLife Cycle of a Data Science ProjectLet’s take a deep dive into understanding the different steps involved in any data science project.Jun 17, 2023Jun 17, 2023