by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
The Power of Understanding: How Explainable AI is Shaping the Future of Artificial Intelligence Artificial Intelligence (AI) has become an integral part of our daily lives, from voice assistants like Siri and Alexa to recommendation systems on e-commerce platforms....
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Data Augmentation: The Secret Weapon for Improving Data Quality In today’s data-driven world, the quality of data plays a crucial role in the success of businesses and organizations. However, obtaining high-quality data can be a challenging task. Data...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Stochastic Gradient Descent: A Key Component of Deep Learning Introduction Deep learning has emerged as a powerful technique in the field of artificial intelligence, enabling machines to learn and make decisions in a manner similar to humans. One of the key components...
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Achieving Greater Accuracy with Ensemble Learning: A Deep Dive into Ensemble Methods Introduction In the field of machine learning, ensemble learning has gained significant attention due to its ability to improve the accuracy and robustness of predictive models....
by Dr. Subhabaha Pal (Guest Author) | Oct 2, 2023 | General Blogs
Dimensionality Reduction for Improved Machine Learning Performance Introduction: In the field of machine learning, dimensionality reduction techniques play a crucial role in enhancing the performance of models. As datasets grow larger and more complex, the curse of...
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