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…Feb 21Feb 21
Aditya KakdeGenerative Adversarial Networks and Variational Auto-encoders for Enhanced Medical ImagingIntroduction:Feb 7Feb 7
Aditya KakdeGenerative Artificial Intelligence: An Eagle-eye View of Diffusion ModelsAbstract:Jan 27Jan 27
Aditya KakdeUnveiling the Next Frontier: Machine Learning Algorithms in Neuromorphic ComputingIntroduction:Dec 24, 2023Dec 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…Nov 11, 2023Nov 11, 2023
Aditya KakdeChoosing the Right Regression Approach: Parametric vs. Non-ParametricIntroduction:Oct 12, 2023Oct 12, 2023
Aditya KakdeTackling Overfitting with L1 and L2 Norm RegularisationIntroductionOct 9, 2023Oct 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…Oct 8, 2023Oct 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…Sep 19, 2023Sep 19, 2023
Aditya KakdeJourney Through the World of Machine Learning AlgorithmsA beginners guide to learning machine learning algorithmsAug 3, 2023Aug 3, 2023
