Computer Science Knowledge
⭐️Introduction to Computer Science and Programming Using Python
How The Internet Works
π Introduction to Networks
π« Browser Networking
π IP Addressing
⭐️ HTTP/2
Front End Programming Knowledge
π« JavaScript
✨ Learn Bootstrap 4 in 30 minutes
Operating Systems
✨ Using the command line
π What is an operating system?
π« Memory
π Unix Programming
⭐️ Bash-Scripting Guide
Programming Languages
✨ Know PHP
π Learn Ruby
π Learn Java
π Learn Java 8 - Full Tutorial for Beginners
π Learn Python
π Learn Go
⭐️ Know Server-Side JavaScript
Version Control
✨ A Visual Git Reference
π Visualizing Git Concepts with D3
π« Github Cheat Sheet
Database Concepts
π Object-Relational Mapping
π ACID
π« N+1 Problem
☄️ Sharding
✨ CAP Theorem
π₯ Normalization
π Indexes
Relational Databases
✨ Theory of Relational Databases
π Learn MySQL
π« Learn PostgreSQL
π Learn MariaDB
NoSQL Databases
π‘ Getting Started with ArangoDB
π‘ An Introduction To NoSQL Databases
Big Data, Data Science and Machine Learning
⭐️ https://www.udacity.com/course/intro-to-data-analysis--ud170
⭐️ Data Science Full Course - Learn Data Science in 10 Hours
⭐️ Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)
APIs
⭐️ Working with APIs
π₯ REST
π‘ GraphQL
☄️ JSON-RPC
Caching
✨ HTTP caching
☄️ Redis
⭐️ Memcached
π Service workers
Security
✨ HTTPS + TLS
π CORS
π« MD5
π SHA-2
π‘ SCrypt
π₯ BCrypt
☄️ OWASP
CI/CD
✨ Testing your code
π Jenkins
π« TravisCI
Software Development Concepts
☄️ SOLID
⭐️ KISS
π₯ YAGNI
✨ DRY
π Domain-Driven Design
π Test Driven Development
Software Architecture
π« Microservices and Service Oriented Architecture
π CQRS
⭐️ Serverless
Cloud Computing & Containers
✨ Cloud Computing Tutorial for Beginners
✨ Docker Fundamentals
π Docker Cookbook
π« Kubernetes Cookbook
π« https://serversforhackers.com/s/docker-in-dev-v2-i
Servers
Scalability
π The 12 Factor App
π Architecting Frontend Projects To Scale
Digital Business Strategy & Customer-Centric IT Strategy
π https://www.coursera.org/learn/uva-darden-customer-centric-it-strategy
Refer links