Hellow guys, Welcome to my website, and you are watching A Data Science Playbook for Explainable AI - Navigating Predictive and Interpretable Models. and this vIdeo is uploaded by Domino Data Lab at 2021-01-29T10:38:37-08:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | A Data Science Playbook for Explainable AI - Navigating Predictive and Interpretable Models |
| Video Uploader | Video From Domino Data Lab |
| Upload Date | This Video Uploaded At 29-01-2021 18:38:37 |
| Video Discription | Model ethics, interpretability, and trust will be seminal issues in data science in the coming decade. This technical talk discusses traditional and modern approaches for interpreting black box models. Additionally, we will review cutting edge research coming out of academia and industry. This new research reveals holes in traditional approaches like SHAP and LIME when applied to some deep net architectures. It also introduces a new approach to explainable modeling which optimizes for a balance of interpretability and accuracy rather than viewing interpretability as only a post-modeling exercise. We provide step-by-step guides that practitioners can use in their work to navigate this interesting space. We review code examples of modern interpretability techniques and provide notebooks for attendees to download. |
| Category | Science & Technology |
| Tags | Science & Technology Download MP4 | Science & Technology Download MP3 | Science & Technology Download MP4 360p | Science & Technology Download MP4 480p | Science & Technology Download MP4 720p | Science & Technology Download MP4 1080p |
