Tag: machine-learning

• Regularization for Real Life (21 Oct 2025)
  
• Quantization (01 Sep 2023)
  
• Single-Label Entropy Loss in Torch (05 Aug 2023)
  
• Logits and Sigmoid (04 Aug 2023)
  
• Entity Resolution (13 Jan 2022)
  
• Pun Generator (04 Jan 2022)
  
• My NYU Course Materials (15 Dec 2021)
  
• Data Science Books and Courses (15 Dec 2021)
  
• AI Product Adoption and MLOps (15 Sep 2021)
  
• Entity Resolution Primer (12 Sep 2021)
  
• Deploying An ML Model on GCP (30 Aug 2021)
  
• Deploying An ML Model on GCP: Part 3 (30 Aug 2021)
  
• Deploying An ML Model on GCP: Part 2 (30 Aug 2021)
  
• Deploying An ML Model on GCP: Part 1 (30 Aug 2021)
  
• Downsampling: A Deeper Dive (13 Aug 2021)
  
• Downsampling (10 Jun 2021)
  
• Linear Regression of Clusters (10 Apr 2020)
  
• Effects of Sampling (20 Jan 2020)
  
• Hierarchical Job Clusters (01 May 2018)
  
• Rush Hour at Penn Station (08 Mar 2018)