动手实战人工智能 AI By Doing

动手实战人工智能 AI By Doing describes itself simply: "动手实战人工智能 AI By Doing 自序 我从 2015 年开始了解机器学习，最早从李航教授编写的《统计学习方法》入门，陆陆续续看了很多学习资料。在学习的过程中，我逐渐发现了一些痛点。 例如，很多由大学老师编写的书籍，偏理论研究，对于数学基础要求很高，对于初学者来说很难理解，同时缺少必要的代码实现。而部分由." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.