Sitemap - 2021 - Machine Learning Ops Roundup
Issue #29: State of AI. Kaggle ML Survey. ML Deployment at Reddit. Inferentia.
Issue #27: Medical Imaging Challenges. Machine Unlearning. Managing Supply and Demand. AI Sandbox.
Issue #25: Tesla AI Day. Feature Stores. NIST on AI bias. Model monitoring tips. AI and COVID.
Issue #24: AI at Porsche. Efficient Inference. Bootstrapping Labels. Nearest-Neighbor Benchmarks.
Issue #22: Github Copilot. CI/CD for ML at Scale. Concept Drift in Healthcare. Behavioral Testing.
Issue #20: AI Playbook. Curating Data. MLOps Resources. ML for Covid.
Issue #19: MLOps Tooling. Vertex AI. Explainable ML in Deployment. Algorithmic Justice.
Issue #18: MLOps on Coursera. #datalift. Long-tail events. Teaching AI to Forget.
Issue #15: AI for self-driving at Tesla. HuggingFace meets AWS. Embedding Stores. ML and Databases.
Issue #14: AI Index Report 2021. Multimodal Neurons. AI Infra Alliance. Similarity Search
Issue #13: Feature Stores. Information Leakage. AWS Well-Architected Framework. Covid & ML.
Issue #12: Data Cascades. Flask vs FastAPI. AWS Well-Architected Framework. Data Leakage.
Issue #11: Big Ideas 2021. ML Test Score by Google. Security for ML Systems. BudgetML.
Issue #10: ML Lessons at Booking.com. AI meets Physics. Insights from Google Medical AI.