Intended for beginners in application development with a basic understanding of Python, this book focuses on developing an engineering mindset around text generation, question-answering, summarization, and RAG. When reading, be sure to distinguish between stable concepts and interfaces that are subject to change.
Zhou Zhihua’s introductory textbook on machine learning—covering topics from model evaluation to classic algorithms—is ideal for learners who want to solidify their theoretical foundation and understand the logic behind model selection.
This course connects calculus, linear algebra, and probability and statistics to AI problems, making it ideal for strengthening your mathematical foundation while learning algorithms and testing your understanding through Python exercises.
Focusing on models, strategies, and algorithms, this book provides a systematic introduction to supervised, unsupervised, deep, and reinforcement learning. It is ideal for technical readers who are committed to strengthening their mathematical foundations.
By examining the history, philosophy, and technological pathways of artificial intelligence, this book helps readers understand the origins of the boom in large language models. It is ideal for readers seeking to develop a comprehensive understanding of the field.
This course bridges the gap between understanding AI technology and gaining insights into user needs, model evaluation, and product design. It is ideal for product managers and cross-functional teams responsible for implementing AI solutions.
Through Li Feifei’s personal growth and research journey, this book explores the development of computer vision, data, and modern AI, while also discussing the human condition and responsibilities in the context of technological progress.
A technical reference book on Chinese large language models, written by a research team at Renmin University of China, is intended for readers with a foundation in deep learning who wish to establish a systematic technical framework.
An SSH client for Mac users that combines the terminal, server desktop, and Ori AI assistant into a single app, allowing you to review logs, analyze issues, and make changes after confirmation.
A mobile app that combines AI search, the "Qianwen" Assistant, photo-based homework help, PowerPoint, scan-and-translate, and cloud storage—perfect for quickly switching between researching, reading documents, and daily studying.
An AI-powered photo and video creation app from Kuaishou that supports text-to-video, image-to-video, image generation, and creative recreations. It is ideal for creating short video clips, product visuals, and creative storyboards.
An AI-powered photo and video creation app under the TikTok umbrella that supports text creation, photo editing, content sharing, and recreating popular content. It’s ideal for cover design, creative short videos, and social media content creation.