by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Predicting Public Opinion: How Sentiment Analysis is Shaping Political Campaigns Introduction In today’s digital age, where social media platforms have become an integral part of our lives, public opinion plays a crucial role in shaping political campaigns....
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Stochastic Gradient Descent: A Key Algorithm for Training Neural Networks Introduction Neural networks have gained significant popularity in recent years due to their ability to solve complex problems across various domains such as image recognition, natural language...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Regularization in Linear Regression: Balancing Bias and Variance Introduction Linear regression is a widely used statistical modeling technique for predicting a continuous target variable based on one or more predictor variables. It assumes a linear relationship...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Harnessing the Wisdom of the Crowd: Exploring the Benefits of Ensemble Learning Introduction: In the field of machine learning, ensemble learning has emerged as a powerful technique that combines the predictions of multiple models to improve accuracy and...
by Dr. Subhabaha Pal (Guest Author) | Oct 5, 2023 | General Blogs
Dimensionality Reduction: The Key to Unlocking Big Data’s True Potential Introduction: In today’s digital age, the amount of data being generated is growing exponentially. This massive influx of information, commonly referred to as big data, has the...
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