ShivaniinArtificial Intelligence in Plain EnglishData Normalization : The Key to Achieving Consistency and Efficiency in AnalysisData normalization is also known as feature scaling or variable scaling. It refers to the process of transforming the values of different…Jun 18, 2023Jun 18, 2023
ShivaniinArtificial Intelligence in Plain EnglishParameters and Hyperparameters in Machine Learning ModelsMachine learning models are powerful tools that recognize certain types of patterns and make predictions from data. However, there’s a…May 21, 2023May 21, 2023
ShivaniinArtificial Intelligence in Plain EnglishThe Role of Cost Functions in Machine Learning: Types, Significance, and Impact on Model…In my previous articles, I discussed the issue of multicollinearity and shared steps for selecting the most appropriate machine learning…May 14, 20232May 14, 20232
ShivaniinArtificial Intelligence in Plain EnglishIdentifying and Addressing Multicollinearity in Your Regression ModelsBefore jumping into the concept of multicollinearity, it’s important to understand regression analysis. In simple words, regression is a…May 1, 2023May 1, 2023
ShivaniinArtificial Intelligence in Plain EnglishConsiderations for Choosing a Machine Learning AlgorithmHow to Use Scikit-learn Cheat Sheet to Choose the Right AlgorithmApr 22, 2023Apr 22, 2023
ShivaniBest Coding Practices for Beginners: Writing Efficient and Maintainable CodeCoding standards are essential for writing efficient and maintainable code. If you are a beginner in programming world, it’s crucial to…Apr 15, 2023Apr 15, 2023
ShivaniPublishing Tableau Workbooks Programmatically using Python and REST APIs: A Guide for DevelopersThis article will address the challenge of integrating tableau with a web application to publish workbooks. It will discuss the necessary…Apr 7, 2023Apr 7, 2023