by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Harnessing Sentiment Analysis to Improve Customer Experience and Satisfaction Introduction In today’s competitive business landscape, understanding customer sentiment has become crucial for organizations to stay ahead of the curve. Sentiment analysis, also known...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Understanding the Pros and Cons of Stochastic Gradient Descent Stochastic Gradient Descent (SGD) is a popular optimization algorithm used in machine learning and deep learning models. It is widely used in various applications due to its efficiency and effectiveness in...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Regularization Methods: A Deep Dive into Ridge, Lasso, and Elastic Net Introduction: Regularization is a crucial technique in machine learning and statistical modeling that helps prevent overfitting and improves the generalization ability of models. It achieves this...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Dimensionality Reduction Techniques: Enhancing Data Analysis and Visualization Introduction: In the era of big data, the amount of information available for analysis has grown exponentially. However, analyzing high-dimensional data can be challenging due to the curse...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Regression Analysis in Economics: Predicting Trends and Forecasting the Future Introduction Regression analysis is a statistical technique widely used in economics to analyze the relationship between a dependent variable and one or more independent variables. It helps...
Recent Comments