Ahead of AI
magazine.sebastianraschka.comMachine-learning research and technical explanations
Machine-learning research and technical explanations
Compare Google rankings and AI-answer visibility around the same keyword strategy.
Move from destination ideas to guidebooks or a planned itinerary
Free crypto market research with clearly separated API data licenses
A spatial idea canvas for notes, connections, drawings, mind maps, and collaborative planning.
Compare portfolio risks and test allocation changes before making them
Research options in a browser or build on licensed historical datasets
A free, open-source Markdown editor for research notes and long-form writing.
Organize machine-learning experiments for quantitative investment research
Task-based UX studies with built-in research metrics
Western Australian photographs with catalogue research and TIFF copy orders
Compare a B2B SaaS brand's AI-search mentions and citations, then organize page-level follow-up work.
Participant recruitment for consumer and professional research
License financial datasets for personal research or commercial products
Give groups of users access to managed Jupyter notebook environments from one hub server.
Keyword research, backlink analysis and site audits, with free owner tools
Research stocks with interactive charts, fundamentals and IBD ratings
Archive footage with technical filters and an assisted ordering process
Research methods spanning usability, diaries, fieldwork and interviews
Human usability studies with assisted research analysis
Research, draft and inspect search-focused content with integrated SEO and AI-citation tools.
Investigate AI-answer visibility and carry the findings into broader marketing work.
Analyze app-store keywords, competing listings and organic visibility changes.
Research app-store keywords and compare metadata, creative changes and ASO outcomes.