Engineering Notes
A unified knowledge base for Web Development, DevOps, Machine Learning, and Computer Science.
Web Development
Fullstack Engineering: React, Next.js, Node.js
DevOps & Cloud
Infrastructure as Code, CI/CD, and Containerization
IP & Networking
Deep dive into IP addresses, subnets, DNS, and 'Mild Hosting' (Local Network).
Virtual Machines & OS
Understanding Hypervisors, Virtualization, and Bare Metal servers.
SSH & Security
The secure shell protocol, keys, and handling permission errors (chmod 400).
AWS & Deployment
Launching EC2, handling Port 80 limitations, and Nginx Reverse Proxy.
Mastering PM2 & CI/CD
The bridge between localhost and production. Learn process management.
Machine Learning
Deep Learning, NLP, and Computer Vision
Math for ML
Linear Algebra, Calculus, and Probability essentials.
Machine Learning Basics
Introduction to ML concepts, history, and types of learning.
Supervised Learning
Regression, Classification, and key algorithms.
Unsupervised Learning
Clustering, Dimensionality Reduction, and Association.
Reinforcement Learning
Agents, Environments, Rewards, and Q-Learning.
Computer Vision
Image processing, CNNs, Object Detection, and Segmentation.
Computer Science Core
Operating Systems, DBMS, and Networks