I am Ajay Goyal, a civil engineering background with a passion for data analysis. I've transitioned from designing infrastructure to decoding data, merging my engineering problem-solving skills with data-driven insights. I am currently working as a Data Analyst in TransOrg. Through my blog, I share my journey and experiences of data analysis.
Federated Learning enables decentralised model training, improving privacy and efficiency. Examples include Google’s predictive text. It addresses privacy issues and reduces communication costs.
Discover how the Pandas corr() method reveals variable relationships and supports Pearson, Kendall, and Spearman correlations for effective Data Analysis.
Ridge regression stabilises Machine Learning models by reducing overfitting and multicollinearity, improving accuracy and reliability with a regularisation term.