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Free resources

Tools and data for students and job seekers

Tools and explainers you can use without an account.

Free tools for students and job seekers anywhere, all usable without an account. The free ATS resume checker compares your resume with a job ad and flags missing keywords and parsing problems before you apply. How AI works runs from the history of AI to reinforcement learning, fine-tuning and RAG, and summarises what research reports about AI and jobs.

Every page links to the sources behind its claims. For practical help with resumes and applications, see the guides.