Jonathan Doane, Ph.D.AI/ML Learning Essentials 11: A Guide to Popular Frameworks and LibrariesEmbarking on the exciting journey into the realms of artificial intelligence and machine learning requires a robust toolkit. In this…May 3May 3
Jonathan Doane, Ph.D.inByte Sized Machine LearningUnderstanding TransformersWhat are they and how have they changed the landscape of AIApr 10Apr 10
Jonathan Doane, Ph.D.AI/ML Learning Essentials 10: A Primer on Deep Learning and Neural NetworksIn the ever-evolving landscape of artificial intelligence, deep learning has emerged as a powerhouse, transforming the way machines process…Mar 1Mar 1
Jonathan Doane, Ph.D.AI/ML Learning Essentials 9: A Deep Dive into Hyperparameter TuningIn the intricate world of machine learning, where models strive to decipher complex patterns from data, the role of hyperparameters is…Feb 23Feb 23
Jonathan Doane, Ph.D.AI/ML Learning Essentials 8: Unveiling the Power of Robust Model EvaluationIn the quest for robust and reliable machine learning models, the importance of effective model assessment cannot be overstated. This…Feb 9Feb 9
Jonathan Doane, Ph.D.AI/ML Learning Essentials 7: A Guide to Overfitting and Underfitting in Machine LearningIn the intricate voyage of machine learning, the twin challenges of overfitting and underfitting stand as formidable adversaries. This…Jan 31Jan 31
Jonathan Doane, Ph.D.AI/ML Learning Essentials 6: A Guide to Evaluation Metrics in Machine LearningIn the dynamic field of machine learning, evaluating model performance is a critical aspect of the development process. This article delves…Jan 19Jan 19
Jonathan Doane, Ph.D.AI/ML Learning Essentials 5: A Guide to Model Selection in Machine LearningIn the diverse landscape of machine learning, the selection of an appropriate model is akin to choosing the right tool for a specific task…Jan 121Jan 121
Jonathan Doane, Ph.D.AI/ML Learning Essentials 4: The Art and Science of Feature EngineeringIn the intricate world of machine learning, where models strive to decipher complex patterns from data, feature engineering emerges as both…Jan 5Jan 5
Jonathan Doane, Ph.D.AI/ML Learning Essentials 3: The Essence of Data in Machine LearningIn the ever-evolving landscape of machine learning, where algorithms and models garner significant attention, it’s essential to recognize…Dec 29, 2023Dec 29, 2023