by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Improving Model Accuracy with Stochastic Gradient Descent Introduction: In the field of machine learning, one of the primary goals is to build accurate models that can make reliable predictions. Stochastic Gradient Descent (SGD) is a popular optimization algorithm...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Regularization: A Game-Changer in the World of Data Science In the ever-evolving field of data science, one of the most crucial challenges is dealing with overfitting. Overfitting occurs when a machine learning model performs exceptionally well on the training data...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Maximizing Predictive Performance: Why Ensemble Learning is the Future of Data Science Introduction In the field of data science, the ability to accurately predict outcomes is of utmost importance. Whether it is predicting customer behavior, stock market trends, or...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
The Future of Feature Extraction: Advancements and Innovations Introduction Feature extraction is a fundamental step in many fields such as computer vision, natural language processing, and signal processing. It involves transforming raw data into a set of...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
The Art of Dimensionality Reduction: Enhancing Data Visualization Introduction: In the world of data analysis and visualization, the ability to effectively represent complex datasets is crucial. With the increasing amount of data being generated every day, it has...
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