Core Insights - The article emphasizes the importance of data analysis in product planning, stating that intuition is no longer sufficient in a rapidly changing market environment as companies approach 2026 [2] - It introduces various data analysis models that can significantly aid product managers in making informed decisions throughout the product lifecycle [2] Group 1: Understanding User Behavior - The first step in product planning is to understand user flow, addressing questions like where users come from, where they go, and why they leave [4] - The AARRR model (Pirate Metrics) is highlighted as a classic framework for structuring product business flows, helping to identify which stage of user engagement a new feature serves [5][6] - Funnel Analysis is described as a process-oriented model that reveals user behavior and conversion rates at each stage, allowing for precise identification of user drop-off points [7] Group 2: User Value and Segmentation - The RFM model is introduced as a tool for measuring user value, particularly useful for e-commerce and O2O products, allowing for user segmentation based on recency, frequency, and monetary value [9][10] - User profiling and clustering techniques are discussed, emphasizing the need to categorize users into distinct segments for targeted marketing strategies [12] Group 3: Prioritizing Features - The KANO model categorizes user needs into three types, helping product managers prioritize features effectively while ensuring basic requirements are met [15][20] - The Four-Quadrant Analysis is mentioned as a straightforward yet effective method for prioritizing tasks based on urgency and importance [16] Group 4: Analyzing Performance - The DuPont Analysis is presented as a method for breaking down key performance indicators (KPIs) to identify the root causes of performance issues [21] - Cohort Analysis is described as an advanced retention analysis technique that examines the performance of users acquired during the same time period, providing insights into product iterations [22] Group 5: Professional Development in Data Analysis - The article stresses the necessity for product managers to develop systematic data analysis skills, particularly in light of the increasing reliance on data-driven decision-making in the industry [24] - The CDA (Certified Data Analyst) certification is highlighted as a highly recognized credential that equips professionals with essential data analysis skills applicable across various industries [25][26] - The CDA certification is noted for its practical focus, integrating business intelligence and technical skills, making it relevant for product managers [27] Group 6: Career Opportunities - Holding a CDA certification can significantly enhance career prospects, with many leading companies prioritizing candidates with this qualification [28] - The article outlines various career paths available to CDA holders, including roles in data product management, data analysis, and market research [28]

Core Insights - The second "Shenzhen Xiangmi Lake Financial Annual Conference" was held on December 20-21, 2025, focusing on promoting a virtuous cycle of technology, industry, and finance in the Guangdong-Hong Kong-Macao Greater Bay Area [1] Group 1: AI Technology in Finance - The development of open-source large model ecosystems, represented by DeepSeek, and the maturity of technologies like "slow thinking distillation" have significantly lowered the deployment threshold for high-performance AI systems [3] - This breakthrough allows financial institutions to apply AI technology across more business scenarios, expanding from core business to various long-tail scenarios [3] - Cost reductions are evident not only in technology deployment but also in the expansion of intelligent financial services coverage, enabling small and medium-sized banks and local financial institutions to utilize lightweight and efficient AI solutions [3] Group 2: Case Studies and Innovations - Examples such as Shanghai Bank's AI mobile banking service replacing traditional interfaces with conversational services and WeBank's digital marketing system reducing customer acquisition costs illustrate how smaller institutions are innovating service models and improving operational efficiency through AI technology [3] Group 3: Future Directions in Intelligent Finance - The development of intelligent finance must remain business scenario-oriented, emphasizing the need for forward-looking technology and the construction of resilient infrastructure driven by both "general computing and intelligent computing" [3] - It is essential to maintain risk control and ethical compliance, ensuring algorithm interpretability and data trustworthiness [3] - Building a platform for large-scale application of intelligent agents, creating a digital-native architecture and security governance system, and establishing a specialized AI talent team are crucial for deep integration of technical capabilities with business needs [3]

登录新浪财经APP 搜索【信披】查看更多考评等级 (三)关于议案表决的有关情况说明 上述议案中均为普通决议事项，经出席会议股东或股东代表所持有效表决权股份总数的1/2以上审议通 过。议案1-8对持股5%以下的股东的表决情况进行了单独计票。 本次股东大会相关议案审议通过后，公司第六届董事会组成如下： 董事：张强、王少君、王俊虹、韩瑛、张超、姜学进 三、律师见证情况 1、本次股东会见证的律师事务所：北京市两高律师事务所、北京市中视（济南）律师事务所 律师：张艳玲 魏本琳 杜加升 辛丽洁 2、律师见证结论意见： 北京市两高律师事务所张艳玲律师、魏本琳律师以及北京市中视（济南）律师事务所杜加升律师、辛丽 洁律师见证了本次股东会会议，并发表了法律意见。其意见为：本次股东会会议的召集和召开程序、召 集人和出席人员的资格、表决程序和表决结果符合《公司法》及《公司章程》的相关规定，合法、有 效。 特此公告。 艾格拉斯股份有限公司董事会 2025年12月19日 证券代码：400118 证券简称：R艾格1 主办券商：长城国瑞 公告编号：2025-001 艾格拉斯股份有限公司2025年第一次临时股东会决议公告 本公司董事会及全体董 ...

美光科技股价的强劲表现离不开几大关键因素的推动。首先是全球科技行业的蓬勃发展，特别是 在半导体领域，美光科技凭借强劲的产品和技术能力，在行业中占据了重要的市场地位。随着数 字化、智能化趋势的加速，半导体存储行业出现了快速增长的机会，美光科技是这一潮流的受益 者。 此外，美光科技近期公布的财报大大超出市场预期，第一财季营收达到136.4亿美元，同比增长 56.7%，调整后每股收益为4.78美元。尤其是数据中心对高性能存储芯片的需求爆发，成为推动 美光业绩和股价提升的核心动力。公司预计未来营收和利润将进一步增长，市场预期和投资者信 心因此进一步增强。 美光科技迎来了市场的热烈追捧，12月19日股价上涨6.99%，连涨两天，近两日累计涨幅达 17.91%。盘中股价创下历史新高，成为市场关注的亮点。 对于投资者而言，美光科技的现状和未来的市场前景无疑提供了新的投资机会。投资者可以关注 半导体存储行业的龙头企业，并且应合理配置资产，以应对可能的市场波动。同时，需密切关注 全球经济和行业动态，以便做出更为精准的投资决策。 随着AI技术的不断发展和应用，美光科技等企业正迎来半导体存储行业的新一轮增长机遇。未来 几年，这一领 ...

Core Viewpoint - The company, Xinhua Du, highlights the resilience and growth potential of online consumption in China, with a reported 9.1% year-on-year increase in national online retail sales from January to November 2025, and a 5.7% increase in physical goods online retail sales, which accounted for 25.9% of total retail sales of consumer goods [2] Group 1: Company Strategy - The company is actively leveraging the trend of consumption upgrading by deepening collaborations with leading brands through a matrix marketing approach to promote new product launches [2] - The company is exploring emerging channels such as interest e-commerce and content e-commerce, as well as instant retail models, to enhance its market presence [2] - The company is increasing the application of AI technology in areas such as intelligent customer service and comprehensive advertising to empower the upgrade of consumer experiences [2] Group 2: Market Outlook - The company plans to align with the national strategy of expanding domestic demand and will continue to optimize its full-link service capabilities to support the expansion of the consumer market [2]

Core Insights - The chairman of Dana Biotech, Zhou Zeqi, emphasizes the importance of long-term investment in core technology for sustainable development in the biopharmaceutical industry [2][3] - Dana Biotech, founded in 2014, has become a leader in early diagnosis of fungal diseases in China and is set to be the first IVD company listed on the Beijing Stock Exchange [2][3] - The company has developed a "5G+ Joint Detection Scheme" to enhance the precision of diagnosing various pathogenic infections [2][5] Company Development - Zhou Zeqi returned to China in 2008 to contribute to the biopharmaceutical sector and identified a significant gap in the diagnosis of pathogenic microorganisms, particularly fungal diseases [3] - The company’s first core product, derived from the horseshoe crab's blood, allows for rapid differentiation between fungal and bacterial infections, significantly improving diagnostic speed and accuracy [4][6] - The market for invasive fungal disease diagnostic reagents in China is projected to grow from 240 million yuan in 2018 to 3.03 billion yuan by 2030, with a compound annual growth rate of 23.5% [4] Innovation and R&D - Dana Biotech has obtained 91 domestic and international patents, including 48 invention patents, and has developed a diverse product matrix including antigen-antibody tests and molecular diagnostics [6][7] - The company invests over 30 million yuan annually in R&D, accounting for more than 10% of total revenue, supporting the development of six core technology platforms [6][7] - The company has developed over 70 new products through a clinical validation process that emphasizes evidence-based medicine [7] Future Prospects - The funds raised from the upcoming IPO will be used for the construction of a new headquarters and further R&D, focusing on invasive fungal infections and AI applications in diagnostics [8][9] - AI technology is expected to enhance diagnostic efficiency and accuracy, providing multidimensional diagnostic results to assist physicians [8][9] - The company aims to establish itself as a leader in the fungal diagnostics industry, aspiring to set international standards [9]

p 6301 年日报 #云说壮美AI八桂#【铜坑矿业打造"智慧矿山" 地下采矿实现"无人化"】广西华锡矿业有限公司铜坑矿 业分公司（简称"铜坑矿业 "），是广西有色金属行业国有控股上市公司"华锡有色"旗下的核心矿山企 业，目前年产锡、锌、铅锑等多种精矿132万吨。12月19日上午，"云说壮美・AI 八桂"网络名人采风团 走进铜坑矿业，在集控中心的显示屏上看到令人称奇的场景：地下深处不见人影，采矿设备自主运转作 业；工作人员发出一键指令，全流程生产数据实时呈现…… 这并非科幻想象，而是这家老牌矿山企业 数智化转型后的日常图景。近年来，铜坑矿业全力推进"智慧矿山"建设，在凿岩、爆破、运输、出矿、 选矿全生产链条开展机械化、信息化、智能化升级改造，建成全国首个非煤矿山井下全流程无人采矿试 验采场，其智能装备集群与协同采矿技术达到国际领先水平。"印象里的矿山井下作业多以人工为主， 这里却全靠智能装备'挑大梁'，科技感拉满！" 采风团成员参观后由衷赞叹，"AI 技术正为传统矿山高 质量发展注入强劲新动能"。（广西云-广西日报记者 覃铮）#AI八桂智瞰河池# 远程控制系统 人钟运呆矿 (无人) 井下多製各协同采矿 DID ...

中国青年报客户端讯（中青报·中青网记者 沈杰群）2025腾讯ConTech大会日前在京举办。大会设置主 论坛和分论坛，主论坛探讨"智能变革时代中创新如何坚守本真""如何在变革浪潮中探寻新创作和审 美"等议题，分论坛从财经、科技、教育领域，多维探讨各行业的"智变路径"，解锁趋势发展密码。 谈及AI对文艺作品创作的赋能，编剧、导演、北京大学教授陈宇预测，AI会开拓出新的审美层次，人 工智能就是我们下一个起点，而且这个时刻并不会遥远；导演、监制李少红认为，好作品离不开人的创 作，能够体现出人的内涵和境界，"硅基生命是否拥有与人类类似的情感与精神世界"仍是个充满未知的 课题。 活 动现场。主办方供图 主论坛上，腾讯新闻负责人何毅进表示，AI技术对内容生产与消费产生深远影响。伴随着AI技术的指 数级发展，一款好的资讯产品需要完成双重进化。资讯产品的最高价值，不是填满时间，而是点亮思 维。 AI能否重塑心理疗愈模式？北京师范大学心理学部党委书记、心理学教授乔志宏表示，只要"让人感受 到被安慰"就是有效，研究发现AI在识别、判断、缓解情绪方面已达到专业水平；深圳恒晖公益基金会 创始人陈行甲表示，心理健康面临"海量需求"与" ...

Core Insights - The company, Qianxun Technology (01640), announced the launch of its global digital currency financial service platform, PayKet, on December 19, 2025 [1] - The introduction of PayKet signifies the company's expansion into the digital currency financial services sector, building on its strategy of integrating AI technology, SaaS platforms, and supply chain solutions [1] - The platform aims to create a cross-border trade financial service ecosystem driven by both AI technology and Web3 trading platforms [1]

Group 1 - The core viewpoint of the article is that Qianxun Technology (01640) is launching a global digital currency financial service platform called PayKet on December 19, 2025, which is based on compliant stablecoins [1] - The launch of PayKet signifies the company's further expansion into the digital currency financial services sector, building on its strategy of integrating AI technology, SaaS platforms, and supply chain [1] - The aim of PayKet is to create a cross-border trade financial service ecosystem driven by both AI technology and a Web3 trading platform [1]