by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Regularization in Deep Learning: Overcoming Overfitting in Neural Networks Introduction: Deep learning has revolutionized the field of artificial intelligence by enabling machines to learn and make decisions in a way similar to humans. Neural networks, the backbone of...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Support Vector Machines: Empowering AI Systems with Superior Classification Abilities Introduction: In the world of artificial intelligence (AI), classification is a fundamental task that involves categorizing data into predefined classes or groups. Support Vector...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
From Weak to Strong: Understanding the Mechanics of Ensemble Learning Introduction: In the field of machine learning, ensemble learning has emerged as a powerful technique that combines multiple weak learners to create a strong predictive model. This approach has...
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Feature Extraction for Natural Language Processing: Uncovering Semantic Patterns with Keyword Feature Extraction Introduction: Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and human language....
by Dr. Subhabaha Pal (Guest Author) | Sep 30, 2023 | General Blogs
Dimensionality Reduction Techniques: Simplifying Complex Data Analysis Introduction: In today’s data-driven world, we are constantly bombarded with vast amounts of information. From social media feeds to scientific research, the volume of data being generated is...
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