by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
The Psychology of Sentiment Analysis: How AI is Decoding Human Emotions Introduction: In today’s digital age, where social media platforms and online reviews dominate our daily lives, understanding human emotions and sentiments has become crucial for businesses...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Stochastic Gradient Descent: The Backbone of Modern Machine Learning Algorithms Introduction In the world of machine learning, algorithms play a crucial role in training models to make accurate predictions and decisions. One such algorithm that has gained significant...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Regularization: Unveiling the Hidden Gems of Model Regularization In the world of machine learning, model regularization is a powerful technique that helps prevent overfitting and improves the generalization capabilities of models. Overfitting occurs when a model...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Dimensionality Reduction Techniques: Choosing the Right Approach for Your Data Introduction: In the era of big data, the amount of information available is growing exponentially. However, this abundance of data often comes with a curse – high dimensionality....
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
Title: The Role of Clustering in Fraud Detection: Identifying Patterns and Preventing Losses Introduction (150 words) Fraud has become a pervasive and costly problem for businesses across various industries. As technology advances, so do the techniques employed by...
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