by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Sentiment Analysis: The Key to Unlocking Consumer Insights in the Digital Age In today’s digital age, businesses have access to an unprecedented amount of data. From social media posts to customer reviews, there is a wealth of information available that can...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Unveiling the Mathematics Behind Stochastic Gradient Descent Introduction: Stochastic Gradient Descent (SGD) is a widely used optimization algorithm in machine learning and deep learning. It is particularly useful when dealing with large datasets, as it allows for...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Regularization vs. Feature Selection: Unraveling the Differences and Benefits Introduction In the field of machine learning, two commonly used techniques for improving model performance and preventing overfitting are regularization and feature selection. These...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Unlocking the Power of Ensemble Learning: How Combining Models Leads to Superior Predictive Accuracy Introduction: In the field of machine learning, ensemble learning has emerged as a powerful technique for improving predictive accuracy. Ensemble learning involves...
by Dr. Subhabaha Pal (Guest Author) | Oct 4, 2023 | General Blogs
From High-Dimensional Chaos to Clarity: How Dimensionality Reduction Simplifies Complex Data Introduction In today’s data-driven world, the amount of information we generate and collect is growing exponentially. This abundance of data has led to the emergence of...
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