What you'll learn
- 精通Python的下载、安装以及基础操作。
- 掌握日常数据清洗所需的八项关键函数。
- 具备数据可视化技能，能够有效传达见解。
- 完成一个综合性的商业分析实践项目。
- 理解商业分析方法、用户画像以及RFM模型。
Requirements
- 无需具备编程经验。
Description
拥有超过11年数据分析师、数据治理和动态的人工智能领域的深厚经验，我在多个行业中担任过重要职位。在中国移动，我最初担任数据分析师， honed my skills in collecting, cleaning, and interpreting vast amounts of data. 随着时间的推移，我晋升为数据分析师专家，提供影响战略决策的深入见解。在跨境电子商务领域，我担任数据总监，带领团队通过数据驱动的策略优化业务运营。最终，我在一家大型互联网公司担任首席执行官，负责所有与数据相关的项目，推动公司的增长。我不仅是一位公认的数据治理专家，成功实施了全面的数据治理框架，以确保数据质量和安全，同时也是一位业务分析专家。我的成就包括赢得BI竞赛，这展示了我使用商业智能工具的熟练程度。此外，我还拥有开发高精度销售预测系统的专利。该系统已被广泛采用，显着提升了各企业的销售业绩。我还编写了畅销书《电子商务销售数据预测分析与实际操作》，这本书已成为电子商务数据分析领域专业人士的首选资源。我的专业领域涵盖广泛。在业务分析方面，我可以分解复杂的业务问题并提供可操作的解决方案。我特别擅长指导企业完成从零开始的整个数字化转型过程。这包括建立有效的数据治理机制，从头开始建设高效的的数据团队，以及实施人工智能工具的实际应用。例如，我帮助公司使用人工智能进行客户细分和预测性维护。凭借多年的丰富在线下教学经验，我为企业在多个行业中进行了许多培训课程。这些行业包括零售业，我在其中帮助零售商使用数据优化库存管理；制造业，通过指导他们实施数据驱动的生产过程；互联网和跨境电子商务行业。提升客户体验和营销策略；以及电信行业，通过数据分析提升网络性能。
Who this course is for:
- 对数据科学充满好奇的Python新手开发者
- 想要成为数据分析师的个人
- 那些渴望在数据分析项目中获得实践经验的人
Instructor
- 4.5 Instructor Rating
- 2 Reviews
- 3 Students
- 3 Courses
With over 11 years of profound experience in data analysis, data governance, and the dynamic field of AI, I have had the privilege of holding key positions across diverse sectors. At China Mobile, I initially stepped into the role of a data analyst, where I honed my skills in collecting, cleaning, and interpreting vast amounts of data. As time progressed, I advanced to become a data analysis expert, providing in - depth insights that influenced strategic decision - making. In the cross - border e - commerce realm, I served as a data director, leading teams to optimize business operations through data - driven strategies. Eventually, I took on the role of CEO in a large - scale Internet company, where I oversaw all aspects of data - related initiatives, driving the company's growth. I am not only a recognized data governance expert, having successfully implemented comprehensive data governance frameworks to ensure data quality and security, but also a business analysis expert. My achievements include winning the BI competition, which demonstrates my proficiency in using business intelligence tools. Moreover, I hold a patent for developing a highly accurate sales forecasting system. This system has been widely adopted, significantly enhancing sales performance in various enterprises. I am also the author of the best - selling book "E - commerce Sales Data Forecasting Analysis and Practical Operations", which has become a go - to resource for professionals in the e - commerce data analysis field. My areas of expertise span a wide range. In business analysis, I can deconstruct complex business problems and provide actionable solutions. I am particularly skilled at guiding enterprises through the entire process of digital transformation, starting from scratch. This involves establishing effective data governance mechanisms, building high - performing data teams from the ground up, and implementing practical applications of AI tools. For instance, I have helped companies use AI for customer segmentation and predictive maintenance. With years of rich teaching experience both online and offline, I have conducted numerous training sessions for enterprises in multiple industries. These include the retail industry, where I've helped retailers use data to optimize inventory management; the manufacturing industry, by guiding them to implement data - driven production processes; the Internet and cross - border e - commerce industries, to enhance customer experience and marketing strategies; and the telecommunications industry, to improve network performance through data analysis.