In 1991, Professor Yu Ruizhao, then the head of the Academic Affairs Office at Zhejiang University, personally taught us a course titled “Artificial Intelligence and Expert Systems.” More than 20 years later, when artificial intelligence has once again become a hot topic in society, few people mention “expert systems.” In recent years, I have spent … Read more
In the countless applications of visual AI, we believe that the breakthrough points for future technology may come from three areas: information integration and extraction, healthcare, and autonomous driving. Written by: Jia Jiaya, Distinguished Scientist at Tencent, Head of Tencent Youtu Lab Dr. Dai Yurong, Director of Tencent Youtu Lab, Dr. Zheng Yafeng Image source: … Read more
Introduction:Among the many empowered industries, AI+Investment Research has become a hot track. Accurately predicting the future and making the right decisions at critical moments is a dream scenario for countless people. Thanks to advancements in algorithms, this reality is getting closer to humanity. In 2012, Peter Turchin, a professor of ecology and mathematics at the … Read more
Author | Bu Er Bei Dou Source | Principle Scientists use a “neural network” similar to the human brain to analyze a complex distortion in spacetime known as “gravitational lensing“. In a paper recently published in Nature, researchers from the SLAC National Accelerator Laboratory and Stanford University stated that the artificial intelligence neural network they … Read more
Principal Component Analysis (PCA) is a “frequent visitor” in the field of data analysis, much like Zhuge Liang from the Three Kingdoms period, who always skillfully arranges troops on the “battlefield” of data, simplifying complexity. Its core idea is to project the original data onto a new coordinate system through linear transformation, maximizing the variance … Read more
How to Create Simple BI Reports Directly from CSV Data Business intelligence applications help enterprises leverage data as a resource for making critical decisions, and we will use AI to build such an application. AI is set to play an increasingly significant role in BI tools; more specifically, LLM-based applications will enable BI applications to … Read more
Building a data analysis agent using LangChain, CrewAI, and AutoGen. Long press to follow ‘AI Technology Forum’ The data analysis agent can automatically conduct analysis tasks, execute code, and provide adaptive responses to data queries. LangChain, CrewAI, and AutoGen are the three popular frameworks for building such AI agents. This article utilizes and compares these … Read more
The world of data analysis is growing larger, and technology is evolving rapidly. Today, let’s talk about how to achieve efficient data mining and analysis using Python’s Cline and DeepSeek-V3 libraries. You may ask, what are Cline and DeepSeek-V3? In simple terms, Cline is a data scraping tool, while DeepSeek-V3 is a powerful deep learning … Read more
Hidden Skills of Cursor: Learn to Excel in the Workplace! Excel is an essential skill in the workplace, and many people only know basic data entry and calculations. However, for those who want to stand out, the Cursor feature is definitely a golden key to improving efficiency. Today, I will break down several practical uses … Read more
A Beginner’s Guide to Using Claude 3.5 Sonnet: Master Internal Techniques in One Day! Today, Ajiu will talk about how to master Claude 3.5 Sonnet, enabling you to quickly get started with this powerful AI assistant. In terms of using Claude 3.5 Sonnet, I have summarized a 3+2 model, which includes 3 usage methods and … Read more