Blog
Archives
Browse articles organized by date
Category
Explore all categories available on the blog
Tag
Explore all tags used across the blog
Search
Search for articles across the blog
Expose Local Services to the Public Internet via Cloudflare Tunnel
Use Cloudflared tunnel to map any local HTTP service on your machine to your own domain, along with a VBS background script for silent start/stop and a universal config file.
Hadoop Learning Notes -2
Hadoop Learning Notes -2 Basic hadoop commands
Hadoop Study Notes - 1
Hadoop Study Notes - 1 Setting Up a Hadoop Cluster
Deep Learning Notes - 3: Classification Models and Introduction to Deep Neural Networks
Deep Learning Notes - 3, covering classification models (discriminant functions, logistic regression, softmax) and deep neural networks (activation functions, transfer learning, mixture density networks). Corresponding to Chapters 5-6 of "Deep Learning: Fundamentals and Concepts".
Deep Learning Notes - 4: Gradient Descent, Backpropagation, and Regularization
Deep Learning Notes - 4, covering gradient descent, backpropagation, and regularization. Corresponding to Chapters 7-9 of "Deep Learning: Foundations and Concepts".
Deep Learning Notes - 5: Convolutional Networks and Probabilistic Graphical Models
Deep Learning Notes - 5, covering Convolutional Neural Networks (convolution, pooling, object detection, image segmentation, style transfer) and Probabilistic Graphical Models (Bayesian networks, conditional independence, d-separation). Corresponds to Chapters 10-11 of "Deep Learning: Fundamentals and Concepts".