Ethical Considerations In Machine Learning Projects
Don't forget these topics when building AI systems- 28527Murphy ≡ DeepGuide
Beyond Accuracy: Exploring Exotic Metrics for Holistic Evaluation of Machine Learning Models
Machine learning has undoubtedly become a powerful tool in today's data-driven world, but are we truly tapping into its full potential...- 21554Murphy ≡ DeepGuide
On Learning in the Presence of Underrepresented Groups
Let me introduce to you our latest work, which has been accepted by ICML 2023: Change is Hard: A Closer Look at Subpopulation Shift. Machine learning models have shown great potential in many applications, but they often perform poorly on subgroups that a- 26955Murphy ≡ DeepGuide
Critical Tools for Ethical and Explainable AI
A guide to essential libraries and toolkits that can help you create trustworthy yet robust models- 27932Murphy ≡ DeepGuide
Shapley Values Clearly Explained
Distribute the teamwork result fairly among the members- 25058Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag