WIP: Roadmap to becoming a machine learning engineer in 2020
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:books: The starting point of your career as a Software Quality Assurance Engineer | Quality Automation Engineer :books:
Roadmap on becoming a UI/UX designer in 2017
- ui
- ui-design
- ux
- ux-design
♾️ Collection and Roadmap for everyone who wants DevSecOps. Hope your DevOps are more safe 😎
Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
- machine-learning
- tensorflow
- tensorflow-tutorials
- tensorflow-experiments
Roadmap to becoming a Rust Web Developer in 2022
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
- blogs
- businessintelligence
- courses
- data
Software architect roadmap
Angular Developer Roadmap
Roadmap to becoming a Laravel developer
A roadmap for those who want to build a career as an FPGA / ASIC Engineer
A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer
Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups
Roadmap to becoming a Vue.js developer in 2019
Skills and career roadmap for various security roles like application security, cloud security, DevSecOps, security engineer, security researchers, pentesting, api security, network security, mobile security and so on with helpful resources, guidelines
- security-tools
- security-automation
- aws-security
- cloud-security
:1st_place_medal: Roadmap to become a system design and architecture master
- roadmap
- system-design
- software-architecture
- study-plan
Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.
- ai
- fde
- fde-interview
- forward-deployed-engineer
DevStart Lab - An interactive open-source platform to learn programming, explore real projects, and contribute to GitHub.
- beginner-friendly
- coding-challenges
- developer-tools
- education
The complete hacking & penetration testing roadmap. From beginner to elite. 44,982 lines, 150+ Diagram across the roadmap: OPSEC, web security, Active Directory, binary exploitation, EDR evasion, and 0-day research. 300+ tools, 200+ MITRE techniques, C & Rust payloads, lab guides, books, courses, blogs, practice platforms, and AI security resources
- active-directory
- bug-bounty
- ctf
- cybersecurity
AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer
Learn everything about Go in 7 days (from a Nodejs developer).
- 103cuong
- golang
- go
- roadmap
Angular Developer Roadmap
- roadmap
- developer-roadmap
- angular-developer
- angular-developer-roadmap
An opinionated platform engineering roadmap - in the form of a website
- platform-engineering
- roadmap