Technical Theory

Technical Theory

Last updated: Feb 08, 2020

Groups	Technical Name
Computer Science Foundations
	Data Structure & Algorithms
	Object-Oriented Programming
	Design Patterns
	Databases
	Operating Systems & Networking
Development Environment and Tools
	Coding Convention
	IDE (IDE, command line, build)
	Software Development Process (waterfall, agile,...)
	Collaboration Tools (github, trello, jira, apiary)
	Cloud Computing
	DevOps Tools (Dockers, Buddy, Consul,...)
	Git (Bitbucket, Github, Gitlab, Gitea,...)
Frontend Development
	HTML/CSS/Javascripts (Client)
	React / Redux - AngularJS
	End to End Automation Test
	Mobile: React Native / Flutter / Xamarin
Backend Development
	System Architecture
	REST API / GraphQL
	Security
Product Design and Analytics
	Event Tracking Design
	Funnel Analysis
	A/B Testing
	Experiment Design
	Retention Analysis
ABC (AI - Big Data - Computer Vision) Technical
	Data Science (SPSS, SAS, Metabase, Superset,...)
	Big Data (Hadoop, Spark, Nifi, Kylo.io)
	Artificial Intelligence (AI, Machine Learning, Deep Learning)
Blockchain
	Blockchain

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