Shreya khandelwal๐๐จ๐ฎ๐ซ๐ง๐๐ฒ ๐ข๐ง๐ญ๐จ ๐๐๐๐ก๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐๐ข๐๐ซ๐๐ซ๐ข๐๐ฌ!Letโs dive into the powerhouse of ML with some essential Python libraries that form the backbone of data science and machine learning.Jan 3Jan 3
Shreya khandelwalHyperparameter Tuning: Strategies and ImportanceHyperparameter tuning is the process of optimizing the hyperparameters of a machine learning model to improve its performance. In machineโฆNov 29, 2023Nov 29, 2023
Shreya khandelwalHow can we use a validation set to estimate machine learning performance?What is a validation set?Nov 20, 2023Nov 20, 2023
Shreya khandelwalWhat is the best way to manage overfitting and underfitting in statistical validation for ML?Overfitting and underfitting are two common issues in machine learning models, particularly in the context of supervised learning. TheseโฆNov 14, 2023Nov 14, 2023
Shreya khandelwalPandas Functions for Data CleaningData cleaning is an essential step in the data analysis process, helping to ensure the accuracy and reliability of your results.Oct 23, 2023Oct 23, 2023
Shreya khandelwaldf.groupby() in PandasThe df.groupby() method in Pandas is used to group rows of a DataFrame based on the values in one or more columns. It is often followed byโฆOct 17, 2023Oct 17, 2023
Shreya khandelwalImputation Techniques in Data AnalysisImputation is a statistical technique used in data analysis to handle missing or incomplete data by estimating and replacing the missingโฆOct 5, 2023Oct 5, 2023
Shreya khandelwalNormalization and StandardizationNormalization and standardization are two data preprocessing techniques used in machine learning and statistics to prepare data forโฆOct 3, 20231Oct 3, 20231
Shreya khandelwalSimplifying Data: A Quick Guide to Hot EncodingHot encoding, also known as one-hot encoding, is a technique used in machine learning and data preprocessing to represent categorical dataโฆSep 28, 2023Sep 28, 2023
Shreya khandelwalData Preprocessing Made Simple with Feature ScalingStandardScaler, MinMaxScaler, and RobustScaler are three commonly used techniques for feature scaling in machine learning and dataโฆSep 27, 2023Sep 27, 2023