Study AI at JRlearn systematically, build real work
Start with an AI diagnosis, then move into courses, bootcamps, Cert Master, Job Hunter and UniMate AI. The goal is not passive video watching, but a path that produces real work.
then route !
AI learning diagnosis: describe your situation and get a route
Product ecosystem
A diagnosis should point to a concrete next step in the JR ecosystem.
One entry point connects learning, jobs, certifications and coursework
The AI diagnosis understands where the learner is, then routes them into courses, bootcamps and JR tools. The ecosystem is designed around one learning path, not a random product shelf.
AI diagnosis
Product handoff
AI Learning HubCourses · Bootcamps · Tools
Cert MasterCertification prep
Job HunterJD / resume / interview
UniMate AIUniversity study copilotEach product has a clear job in the JR ecosystem: Cert Master for exams, Job Hunter for career switching, UniMate AI for university study, plus adjacent JR-built brands.
Cert Master
考证匠AI exam coaching: screenshot solving, option analysis, smart debugging and a mistake log across 30+ IT certs (AWS / Azure / GCP).
Job Hunter
求职匠AI job assistant: JD parsing, skill matching, salary insights, interview bank and LinkedIn SEO across Seek / LinkedIn / Indeed.
UniMate AI
牛小匠University study copilot: LMS detection, Socratic guidance, screenshot debugging and assignment breakdown across 8 AU universities.
Huiguoya
huiguoya.jracademy.aiHelps overseas students find better-matched roles and paths when returning to China.
AI Bootcamps
AI BootcampsSystematic bootcamps — AI Engineer, Vibe Coding, AI PM — turning a learning path into portfolio projects.
Roadmaps
RoadmapsBreak AI learning into nodes by direction, turning scattered study into an executable route.
JR Wiki
JR WikiStructured knowledge entries for AI, job hunting, certification and study methods.
Membership
MembershipUnlock learning directions, labs, tools and member content to keep a steady AI learning pace.
AI learning directions
Pick a direction, then enter courses and labs
Build apps fast with AI (Vibe Coding), turn Prompt into daily productivity, then ship LLM and RAG apps as an AI Engineer, plus AI-boosted product roles. Every direction comes with interactive labs, real projects and mentor support — you finish with work to show.
Vibe Coding
Build apps fast with AIAI coding tools / full-stack projects / idea to launch
Learn more →Prompt Master
Master the art of promptingCore prompt engineering / scenario prompt library / better AI output
Learn more →AI Engineer
Engineer for the AI eraLLM app development / RAG & agents / AI engineering practice
Learn more →
AI productivity
Work faster, create morePower-use AI tools / automation workflows / workplace efficiency
Learn more →
Course center
Pick a course by outcome, from foundation to portfolio.
Bootcamps are grouped by learner goal: become an AI engineer, start coding from zero, turn ideas into products with AI, or move into AI product work. Each card states who it is for, how long it takes and what it produces.
Career switchAI Engineer Bootcamp
Career switchers with some coding background
BeginnerFull-Stack Bootcamp
Beginners entering development from zero
PopularVibe Coding Bootcamp
Turn ideas into products fast with AI
TransitionAI PM Bootcamp
Aspiring AI product managers
Preview the learning experience
See the format before you enroll.
Many people are unsure what “learning AI” actually involves. Here are real samples: how a prompt moves from vague to precise, how interactive labs validate as you build, and what cheat sheets and the wiki look like. Switch tabs above to explore.
Rewrite a vague request into a “4-element” prompt
- Role / task / constraints / output format
- Get the answer right in one shot
- Match the result on the right to pass
Role: senior data analyst Task: summarize sales.csv by month with pandas Constraints: pandas only, comment key lines
# Summarize sales by month
import pandas as pd
df = pd.read_csv("sales.csv")
m = df.groupby(df.date.str[:7]).amount.sum()
print(m)✓ Passed: all 4 elements, answered in one shot
Learner outcomes
Portfolio and capability matter more than certificates
We do not promise salary or offer numbers — only real capability change: some build their own AI tools after three projects, some lift their work efficiency after systematic prompt training, some can explain the RAG app they built in interviews. Portfolio and skills speak, not a certificate.
After finishing the projects, builds small AI tools to solve real work problems.
Built 3 projectsAfter systematic prompt training, writing and planning got noticeably faster.
Skill jumpProject-driven learning; can clearly explain their own RAG app in interviews.
Project practicePortfolio and capability speak louder than a certificate.
CommunityCourses & events
Live sessions, new courses and community events
Beyond courses, the platform brings you new opportunities every day: live breakdowns of the latest AI capabilities, freshly launched hands-on courses, offline meetups and hackathons in Sydney/Melbourne, and creator sharing sessions. Most are free or low-barrier — stay close to frontline AI.
走进真实面试现场:AI Engineer 模拟面试
9/7, 09:00 · Online
View details →In-person event【珀斯】匠人AI圈 ·7月Networking Night
10/7, 08:00 · The Globe Perth（497 Wellington St, Perth WA 6000）
View details →In-person eventAI 一人创业营 · 布里斯班线下公开课
12/7, 04:00 · L10b, 144 Edward Street, Brisbane City QLD 4000
View details →In-person event【布里斯班】匠人AI圈 · 7月Networking Night
19/7, 09:00 · Carindale Hotel · Westfield Carindale
View details →Mentors and community
Guidance and peer momentum keep the route moving.
Mentors come from top companies and real projects — they coach, answer questions and correct your mistakes, not just read slides. In the community, learners on the same track check in, share and team up, so you have someone to catch you when stuck. Learning is not a solo grind.
A learning hub for Chinese AI learners
Free resources updated continuously
As a learning hub for Chinese AI learners worldwide, JR has built up plenty of free resources: a structured wiki, visual roadmaps, 200+ dev cheat sheets, tutorials and public classes. You can start learning before enrolling — see what the field holds and where to begin.
Why start AI now
Trends, opportunities and platform data
The efficiency gap between people who use AI tools and those who do not keeps widening — in coding, content and analysis. AI is no longer a bonus but a baseline skill across industries. The earlier you learn systematically and build real work, the sooner it becomes your edge.
AI is already in JDs, interviews and daily work — learning paths must track real roles.
Demonstrable prompts, automations and RAG apps are more concrete than just “knows AI”.
From ChatGPT to Claude Code, RAG and agents — a path beats scattered bookmarks.
FAQ
Questions before you enroll
Can non-technical learners study AI?
Yes. Prompt Master and AI productivity tracks are designed for non-technical learners.
Will this guarantee an AI job?
No. We provide skills, portfolio projects and career coaching; outcomes depend on your work and market fit.
Are courses live or recorded?
Bootcamps combine live sessions, recordings, labs and projects. Self-paced tracks can be taken anytime.
What does membership unlock?
BASIC membership unlocks learning directions, interactive labs, Cert Master access and member-only content.
Is it taught in Chinese?
The Chinese site is taught in Chinese for learners worldwide; English services target local job seekers.
Not sure where to start? Begin with the diagnosis and roadmaps — every step has a clear entry.
Courses, labs, cheat sheets and AI coaching connect into executable tasks.
Turn each exercise into portfolio evidence, then connect to jobs, certs and courses.
All learning directions · Labs · Free Cert Master · Member-only content
Ready to make AI part of your future?
Start learning systematically, build real work and move into the AI era.
Start for free →