Aditya KakdeMRI Cross-Modality Image-to-Image Translation with CycleGANMedical imaging plays a pivotal role in modern healthcare, aiding clinicians in diagnosing and treating various conditions. Magnetic…4 min read·Feb 21, 2024----
Aditya KakdeGenerative Adversarial Networks and Variational Auto-encoders for Enhanced Medical ImagingIntroduction:3 min read·Feb 7, 2024----
Aditya KakdeGenerative Artificial Intelligence: An Eagle-eye View of Diffusion ModelsAbstract:3 min read·Jan 27, 2024----
Aditya KakdeUnveiling the Next Frontier: Machine Learning Algorithms in Neuromorphic ComputingIntroduction:2 min read·Dec 24, 2023----
Aditya KakdeElastic Net Regression : The Best of L1 and L2 Norm PenaltiesElastic net represents a merging of the well-known regularized versions of linear regression, namely ridge and lasso. While ridge employs…4 min read·Nov 11, 2023----
Aditya KakdeChoosing the Right Regression Approach: Parametric vs. Non-ParametricIntroduction:4 min read·Oct 12, 2023----
Aditya KakdeTackling Overfitting with L1 and L2 Norm RegularisationIntroduction3 min read·Oct 9, 2023----
Aditya KakdeThe Art and Science of Feature Engineering in Data Science : Beginners GuideFeature engineering is a pivotal process in data science, involving the creation of new variables from raw data to enhance the performance…2 min read·Oct 8, 2023----
Aditya KakdeThe Role of Dopamine and Prediction Errors: Insights from Neuroscience, for Reinforcement LearningIn the world of decision-making, an intriguing challenge confronts us — the quest to learn the most favorable choices through a process of…4 min read·Sep 19, 2023----
Aditya KakdeJourney Through the World of Machine Learning AlgorithmsA beginners guide to learning machine learning algorithms3 min read·Aug 3, 2023----