Produced by Big Data Digest Source: medium Translated by: Lu Zhen, Xia Yahui Natural Language Processing (NLP) is a field within computer science and artificial intelligence. NLP is the communication between humans and machines, allowing machines to interpret our language and respond effectively. This field has existed since the 1950s; you may have heard of … Read more
Big Data Digest Work, specific requirements for reprinting see the end of the article Original Author | Maixent Chenebaux Selected Text & Proofreading | Aileen Translation | Jiang Fanbo Editor’s Note| On October 9, local time, the second public debate between the two candidates for the U.S. presidential election will take place, Trump and his … Read more
Big Data Digest Compiled by: Tang Zhuzhi, Wu Shuang, Qian Tianpei Natural Language Processing (NLP) is a combination of art and science aimed at extracting information from text data. With its help, we extract information suitable for computer algorithms from text. From automatic translation, text classification to sentiment analysis, NLP has become an essential skill … Read more
Yuyang from Aofeisi Quantum Bit Report | WeChat Official Account QbitAI The official PyTorch tutorial has been significantly updated: It now offers a tag index, enhances topic categorization, and is more beginner-friendly. No longer do you have to face a whole page of tutorial articles in confusion; you can now precisely click where you want … 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
Produced by Big Data Digest Compiled by: Li Lei, Da Jieqiong, Yun Zhou If you have opened a browser in the past few years, you have definitely seen the term “neural network” hundreds of times. In this short article, I will give you a preliminary introduction to this field and background information about neural networks … Read more
Editor’s Overview This reading list published by Latent Space selects 50 papers in the field of AI engineering, covering ten core modules, providing valuable resources for AI engineers and other professionals to enhance their skills. The cutting-edge large language model (LLM) section covers the latest developments of major series models; the benchmarking and evaluation module … Read more
Machine Heart Column Machine Heart Editorial Team Case-based reasoning empowers large model agents to tackle automated data science tasks. Teams from Jilin University, Shanghai Jiao Tong University, and Wang Jun’s team have released a framework focused on data science called DS-Agent. In the era of big data, data science encompasses the entire cycle of extracting … Read more
Large Language Model Agents Large Language Models (LLMs) have brought revolutionary changes in various fields. Specifically, LLMs have been developed as agents capable of interacting with the world and handling various tasks. With the continuous advancement of LLM technology, LLM agents are expected to become the next breakthrough in artificial intelligence, fundamentally transforming our daily … Read more