LangoTalk is a language learning tool centered on AI conversation, supporting practice in Spanish, English, French, German, Dutch, and Italian, and is suitable for beginners and learners with some foundation for personalized learning.

Magick is a low-code development tool for integrating artificial intelligence capabilities into applications, helping developers and beginners build AI applications more conveniently and lowering the barriers to getting started and deployment.

Alibaba Cloud AI Learning Roadmap is a systematic artificial intelligence learning program launched by the Alibaba Cloud Developer Community, suitable for learners from complete beginners to advanced developers. The full roadmap is divided into five major stages: Introduction to Machine Learning, In-Depth TensorFlow Framework, Machine Learning in Practice, Natural Language Processing in Practice, and Computer Vision in Practice, covering core AI technologies and application scenarios.

Google AI is a one-stop resource hub launched by Google to help developers and learners master artificial intelligence technologies. It offers a rich range of courses from basic to advanced, such as the Machine Learning Crash Course, designed specifically for beginners to quickly get started with machine learning through theory and hands-on practice.