Written by:Kang Xiang Editor: Ayou Design: Zicai It is no exaggeration to say that among the many cloud services released by AWS, Amazon SageMaker absolutely belongs to the level of Star of the Stars. As a fully managed service, SageMaker helps developers and data scientists quickly build, train, and deploy machine learning (ML) models. How … Read more
Machine learning is inherently a highly collaborative process, where the combination of domain expertise and technical skills is the cornerstone of success, often requiring multiple iterations and experiments. Compared to research projects or prototype validations, a machine learning project that can be truly applied in a production environment needs to comprehensively consider all aspects of … Read more
1. Introduction: The AI Wave Is Here In today’s rapidly advancing technological era, generative artificial intelligence is undoubtedly the most shining star. From ChatGPT, which can create stories effortlessly, to Midjourney, which can draw exquisite paintings, and AI voice synthesis tools that realistically reproduce human voices, they are infiltrating every aspect of our lives at … 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
The concept that most people are familiar with is Generative AI, such as large language models (LLMs) like ChatGPT, Doubao, and Kimi, which can answer questions, generate text, and assist in completing other tasks. However, this operation is passive, meaning that Generative AI can only respond to received inputs based on learned patterns. LLMs cannot … Read more
↓↓↓Click to follow, reply withmaterials, a 10GB surprise Author: zzq Editor: Jishi Platform Source: https://zhuanlan.zhihu.com/p/68411179 For academic sharing only, does not represent the position of this publicaccount. Contact for removal if infringing. Introduction to Basic Components of CNN 1. Local Receptive Field In images, the connections between local pixels are relatively tight, while the connections … Read more
[Strategy Research Notes] Multi-armed Bandits If we don’t click the blue text, how do we get the story? This public account publishes the latest strategy calculation results (you can check at the end of the article); work diaries that are basically a stream of consciousness; and irregularly shares quantitative strategy research notes (including explanations of … Read more
More Reading #Submission Guidelines# Get Your Paper Seen by More People How can we ensure that more quality content reaches readers quickly and reduces their search costs for high-quality content? The answer is: people you don’t know. There are always some people you don’t know who know what you want to know. PaperWeekly may serve … Read more
In an era flooded with fragmented reading, fewer people pay attention to the exploration and thinking behind each paper. In this column, you will quickly get the highlights and pain points of selected papers, keeping up with the forefront of AI achievements. Click the “Read Original” at the bottom of this article to join the … Read more
5.4 The Intellectual The Intellectual Image Source: Freepik ● ● ● Written by｜Zhang Tianrong As physicist and Manhattan Project leader Oppenheimer said, “We are not just scientists; we are also human.” Where there are humans, there is a community, and the scientific world is no exception. People often say that “science knows no borders, but … Read more