Seguros Bolívar
用数据和人工智能驱动数字化转型
书籍

用数据和人工智能驱动数字化转型

交付数据科学和机器学习产品的实用指南

Alexander Borek 以及 Nadine Borek-Prill
Kogan Page, 2020
购买此书

离线阅读

Amazon Kindle

评级

7

关键特征

  • 实用性
  • 实例
  • 内参

导读荐语

这本数字化转型指南贴合实际、案例详实，对企业人工智能和数据科学相关人员极具参考价值。其他作者主要从战略角度谈论数字化转型，但本书不同，亚历山大·博雷克（Alexander Borek）和纳丁·普里尔（Nadine Prill）更专注应用性，为中层管理者和独立工作者提供切实可行的建议。作者分享了成功数字化转型的蓝图，推荐了用来开发数字化产品的工具和编程语言，并描绘了塑造数据驱动型企业文化的过程。

浓缩书

拥抱数字化、数据决策和人工智能，否则定是死路一条。

数字化、机器学习和人工智能并非新生事物，但是，把无处不在的数据、廉价又强大的存储能力、大规模的处理能力和连接能力结合起来还是头一回出现。这种变革意味着更多人能在更多地方开发智能数字产品，从而进一步推动更多更快的颠覆性变革。

现如今，数据是企业最珍贵的资产之一，特别是独特的数据。不管处于哪个行业，企业都必须着重培养自身的数据敏感度，包括识别重要数据，收集、处理、分析此类数据，并利用这些数据获取竞争优势。也就是说，企业要雇佣数据科学、软件工程和人工智能领域的专家，还要招募端对端数字产品开发、产品生命周期管理的专业领导人才。

几乎所有企业都必须找到新的商业模型，才能应对数字科技、人工智能和机器学习给行业标准和客户需求带来的改变。虽然人工智能在特定活动（比如识别模式）中的表现优于人类，但在可预见的未来，人工智能更大的作用还是帮助人类做出更佳决策，这种效果远比人类或机器孤军作战好得多。

机器学习和人工智能持续进化。

关于作者

亚历山大·博雷克（Alexander Borek）此前是大众公司人工智能和数据分析全球负责人，现作为顾问，为企业提供数据科学和机器学习战略方面的建议。 纳丁·普里尔（Nadine Prill）在柏林触知（Taktile）公司供职，领导机器学习数字产品的开发。

恭喜你又学完了一篇干货！复述、评论及做笔记是对知识最大的致敬↓

猜你喜欢

同主题延伸阅读

转型时代
书籍

罗德尼· 泽梅尔 等等

转型时代

在数字化和人工智能时代，麦肯锡带你脱颖而出
人工智能时代
书籍

阿莎· 萨克塞纳

人工智能时代

如何利用人工智能和大数据实现指数型增长
推动数字化
书籍

艾萨克•索科利克（Isaac Sacolick）

推动数字化

通过技术实现业务转型的领导者指南
AI应用实战指南
书籍

索尔·拉希迪

AI应用实战指南

从一次次血泪失误中总结出来的AI部署经验都在这
数字@规模
书籍

安纳德·斯瓦米纳坦 以及 尔根·梅菲特

数字@规模

帮助企业走向数字化所需的工作指南
用数据全副武装
书籍

马克·拉斯奇诺 以及 格雷汉姆·沃勒尔

用数据全副武装

重掌行业、企业与自己的领导权

    相关技能

    Corporate Finances
    Develop Your Thinking Skills
    Future of Work
    Drive Team Performance
    Entrepreneurship
    Human Resources
    Innovate Strategically
    Innovation
    Leadership
    Leverage AI for Cybersecurity
    Make Good Decisions
    Manage Change
    Manage Learning and Development
    Management
    Marketing
    Navigate Leadership Challenges
    Optimize Workforce Performance
    Production and Logistics
    Sales
    Workplace Skills
    Apply Design Thinking
    Apply Lean Startup
    Establish AI Governance
    Lead through Change
    Emerging Work Technologies
    Use AI for Prototyping
    Digitize Business Processes
    Practice Transformational Leadership
    Create Product-Market Fit
    Executive Leadership
    Leverage L&D Technology
    Manage Product Innovation
    Create Value Proposition
    Strengthen Your Digital Literacy
    Leverage HR Technology
    Drive AI Adoption in Teams
    Master Digital Tools
    Assess Digital Maturity
    Discover and Understand Digital Technologies
    Define Product Strategy
    Execute Digital Operations
    Understand Data
    Use AI for Feature Prioritization
    Use AI for Production & Supply Chain
    Use AI for Risk Assessment
    Leverage AI for Marketing
    Understand AI
    Use AI for Prospecting
    Discover and Understand Data Analytics and Big Data
    Measure AI Business Impact
    Build Digital Business Models
    Discover AI Use Cases
    Use AI for Predictive Maintenance
    Discover AI Use Cases in the Consulting Industry
    Manage Digital Risk and Ethics
    Discover AI Use Cases in the Finance Industry
    Leverage AI in Your Daily Tasks
    Use AI for Process Optimization
    Discover AI Use Cases in the Retail Industry
    Discover AI Use Cases in the Food and Beverage Industry
    Set AI Vision & Strategy
    Guide Teams Through AI Transition
    Implement Digital Infrastructure
    Leverage AI for Product Development
    Use AI for Campaign Personalization
    Leverage AI for Sales
    Use AI for Coaching and Development
    Use AI for Customer Segmentation
    Discover AI Use Cases in the Tourism Industry
    Lead Strategically
    Use AI for Financial Forecasting
    Digital Transformation
    Discover AI Use Cases in the Manufacturing Industry
    Tech Impact on Work
    Leverage AI for Customer Experience
    Plan AI Workforce Transformation
    Understand AI Impact on Work
    Use AI for Workforce Planning
    Plan and Strategize Your Sales
    Use AI for Market Analysis
    Understand AI Capabilities and Limits
    Use AI for Competitor Intelligence
    Measure Digital Transformation Impact
    Understand AI Impact on Business and Economy
    Use AI for Inventory Optimization
    Use AI for Learning and Upskilling
    Use AI for Resource Planning
    Build Digital Culture
    Understand AI Risks
    Use AI Ethically as a Leader
    Use AI for Demand Forecasting
    Plan Strategically
    Shape Organizational Culture
    Strategize Digital Transformation
    Discover AI Use Cases in the Agriculture Industry
    Discover Latest AI Advances
    Use AI for User Research
    Use AI for Customer Feedback Analysis
    Use AI for Marketing Analytics
    Develop Innovative Products
    Make Data-Driven Decisions
    Use AI for General Research
    Use AI for Skills Matching
    Leverage AI for HR
    Discover AI Use Cases in the Education Sector
    Think Strategically
    Discover AI Use Cases in the Insurance Industry
    Discover AI Use Cases in the Automotive Industry
    Drive Product Development
    Use AI for Learning & Development
    Enable Digital Organization
    Leverage AI for Finance
    Leverage AI for Management
    Use AI for Risk Modeling
    Use AI Ethically
    Discover AI Use Cases in the Media and Entertainment Industry
    Use AI for Threat Detection
    Leverage AI for Leadership
    Discover AI Use Cases in the Technology Industry
    Leverage AI for Business Strategy
    Use AI for Decision Support
    Use AI for Fraud Detection
    Define Digital Strategy
    Drive AI Transformation
    AI Transformation
    Use AI with Company Knowledge
    Use AI for Data Analysis
    Choose AI Priorities
    Discover AI Vendors for Business Strategy
    Organize for AI