视频简介
This project is based on the real flow data of the local Catering industry in Australia. It comprehensively and deeply analyzes the key issues in the operation process, optimizes and proposes executable solutions through data insights. The course integrates the learning paths of the three popular fields of Data Analysis, Data Science and Machine Learning Engineering, and helps students achieve comprehensive improvement in technical depth and breadth in a systematic and practical way. During the 8-week project development, you will: Master the core technology stack: covering data preprocessing, visual analysis, predictive modeling and development of automation solutions. Improve business acumen: Through real business scenario training, understand the deep integration of data and business, and cultivate the ability to make data-driven decisions. Accumulate practical project experience: Experience the complete project development process, including demand analysis, model design, result verification and optimization, to lay a solid foundation for the future workplace. Gain workplace competitiveness: Accumulate local Australian project experience, add highlights to your resume, and significantly improve your employment competitiveness in the fields of data analysis and machine learning. Whether you want to step into the data analysis industry or improve your existing skills, this course will provide you with the ability to solve real business problems and a strong boost to career success. 本项目以澳洲本地 Catering 行业的真实流水数据为基础，全面深入分析运营过程中的关键问题，通过数据洞察优化并提出可执行的解决方案。课程融合 Data Analysis、Data Science 和 Machine Learning Engineering 三大热门领域的学习路径，以系统化、实战化的方式帮助学员在技术深度和广度上实现全面提升。 在为期 8 周 的项目开发中，你将： 掌握核心技术栈：涵盖数据预处理、可视化分析、预测建模和自动化解决方案的开发。 提升商业敏锐度：通过真实业务场景训练，理解数据与业务的深度融合，培养以数据驱动决策的能力。 积累项目实战经验：体验完整的项目开发流程，包括需求分析、模型设计、结果验证和优化，为未来职场奠定坚实基础。 获得职场竞争力：积累澳洲本地项目经验，为简历增添亮点，显著提升在数据分析和机器学习领域的就业竞争力。 无论你是希望踏入数据分析行业，还是提升现有技能，这门课程都将为你提供解决真实商业问题的能力和通往职业成功的强大助力。
