阿里巴巴近日推出了一款名为DS Assistant的AI数据科学助手，该助手能够自动化地完成数据探索到模型评估的全流程，让数据科学工作变得更加简单、高效。DS Assistant基于阿里巴巴开源的Modelscope-Agent框架开发，这一框架具有丰富的工具生态和灵活的模块设计，标志着数据科学领域的一场重要变革。
DS Assistant的核心优势在于其自动化的工作流程。用户只需提供需求，DS Assistant便能够自动执行探索性数据分析、数据预处理、特征工程、模型训练和评估等步骤。这一过程不仅提高了工作效率，也降低了数据科学工作的门槛。这意味着即使是没有深厚数据科学背景的用户，也能够轻松地处理复杂的数据科学问题。
DS Assistant的推出，对于数据科学领域来说，是一个重要的里程碑。它不仅提升了数据科学的工作效率，也为更多非专业人士打开了数据科学的大门，使得更多的人能够参与到数据驱动的决策过程中来。同时，这一技术的普及也有助于推动人工智能在各个行业中的应用，加速智能化时代的到来。
阿里巴巴表示，DS Assistant目前正处于内测阶段，尚未对所有用户开放。对于想要体验这一新功能的人来说，可以通过点击按钮申请参与内测。随着技术的不断进步和应用场景的不断拓展，我们有理由相信，DS Assistant将会在未来的数据科学领域发挥更大的作用，为社会带来更多的价值。
英语如下：
News Title: “Alibaba Launches AI Data Science Assistant to Automate and Enhance Efficiency”
Keywords: Alibaba, AI Assistant, Research Automation
News Content: Alibaba has recently introduced DS Assistant, an AI data science assistant that can automate the entire process from data exploration to model evaluation, making data science work simpler and more efficient. DS Assistant is developed based on Alibaba’s open-source Modelscope-Agent framework, which boasts a rich tool ecosystem and flexible modular design, marking an important transformation in the field of data science.
The core advantage of DS Assistant lies in its automated workflow. Users only need to provide requirements, and DS Assistant can automatically execute steps such as exploratory data analysis, data preprocessing, feature engineering, model training, and evaluation. This process not only improves efficiency but also lowers the threshold for data science work. This means that users without a deep background in data science can now easily tackle complex data science problems.
The launch of DS Assistant represents a significant milestone in the field of data science. It not only elevates the efficiency of data science work but also opens the door to data science for more non-professionals, allowing more people to participate in data-driven decision-making processes. At the same time, the普及 of this technology also helps to promote the application of artificial intelligence in various industries, accelerating the arrival of the intelligent era.
Alibaba stated that DS Assistant is currently in the internal testing phase and has not yet been opened to all users. For those interested in experiencing this new feature, they can apply to participate in the internal testing by clicking a button. As technology continues to advance and application scenarios expand, there is reason to believe that DS Assistant will play a greater role in the future of data science and bring more value to society.
【来源】https://www.pingwest.com/w/297297
Views: 1