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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-analytics-ui-ux-machine-learning-complete-course/
课程评论：没有评论
课程名称：从零到英雄：Power BI、UI/UX与机器学习 课程概述： 欢迎参加“Power BI、UI/UX与机器学习终极课程”——您掌握三个当今科技行业中最受欢迎技能的综合学习路径。本课程旨在为希望获得实践经验并在Power BI、UI/UX和机器学习领域构建实际项目的任何人提供指导。无论您是初学者还是有一定经验的人，本课程将通过实际示例逐步引导您掌握这三个领域的概念。 在Power BI部分，您将学习如何将原始数据转化为富有洞察力的仪表板。在UI/UX部分，您将探索设计原则、线框图及原型设计。机器学习部分将指引您进行模型训练、构建算法及实际项目实施。 本课程特别设计为适合初学者，确保即使是中学生或没有任何背景知识的人也能理解Power BI的基本概念，并开始他们的数据分析之旅。 课程内容概览： 1. **Power BI基础**：了解Power BI在数据分析和可视化中的作用，熟悉Power BI界面。 2. **连接数据源**：学习如何将Power BI连接到各种数据源，包括Excel、数据库和云服务，获取导入和转换数据的实践经验。 3. **数据建模与关系**：理解数据建模的重要性，学习如何有效布局和结构化数据，并创建不同数据表之间的关系。 4. **创建可视化**：掌握通过图表、图形和地图等创建视觉故事的技巧，并探索可视化元素的自定义选项。 5. **构建仪表板与报告**：学习如何将可视化整合成一致的仪表板和报告，并善用视觉布局传达有意义的洞察。 6. **机器学习基础**：在可教机器和项目场景中掌握机器学习的基本知识。 7. **UI/UX设计原则**：获取用户界面和用户体验设计的原则，并发展创建视觉吸引和用户友好的数字界面的技能。 8. **Figma基础**：熟悉Figma这一领先设计工具，并学习如何用于UI/UX设计项目。 9. **机器学习中的数据分析**：探索针对数据分析、模式识别和决策制定的动手机器学习项目。 10. **交互原型设计**：运用UI/UX设计原则，在Figma中制作交互原型，模拟用户交互并可视化设计流程。 11. **自定义图标和视觉资产**：培养创建自定义图标和视觉资产的技能，增强数字界面的视觉识别。 立即注册！开始这场综合学习之旅，掌握机器学习、UI/UX设计和Power BI呈现技能，释放您在这一动态跨学科领域的潜力！
Power BI , UI UX , Machine Learning: From Zero To Hero Description:Welcome to the Power BI, UI UX, Machine Learning Ultimate Course - your all-in-one learning path to master three of the most in-demand skills in today's tech industry.This course is designed for anyone who wants to gain practical experience and build real-world projects in Power BI, UI UX, Machine Learning. Whether you're a beginner or someone with some experience, this course will guide you step by step through Power BI, UI UX, Machine Learning concepts with hands-on examples.In the Power BI section, you'll learn how to transform raw data into insightful dashboards. In the UI UX part, you'll explore design principles, wireframing, and prototyping. The Machine Learning section walks you through training models, building algorithms, and real project implementation.This course is designed to be beginner-friendly, ensuring that even middle school students and individuals with no prior experience can grasp the essentials of Power BI and begin their journey into the world of data analysis.What You Will Learn After Watching the First 5 Videos:Introduction to Power BI:Explore the fundamentals of Power BI, understanding its role in data analytics and visualization.Learn how to navigate the Power BI interface, creating a solid foundation for your learning journey.Connecting to Data Sources:Dive into the process of connecting Power BI to various data sources, including Excel, databases, and cloud services.Gain hands-on experience in importing and transforming data for analysis.Data Modeling and Relationships:Understand the importance of data modeling in Power BI, learning to shape and structure data for effective analysis.Explore the creation of relationships between different data tables for a comprehensive understanding.Creating Visualizations:Learn the art of visual storytelling by creating impactful visualizations such as charts, graphs, and maps.Explore the customization options for visual elements to enhance the clarity of your data presentation.Building Dashboards and Reports:Delve into the process of assembling visualizations into cohesive dashboards and reports.Understand how to organize and layout visuals to convey meaningful insights to stakeholders.Machine Learning Fundamentals:Gain a solid understanding of machine learning in Teachable Machine and Project scenarios.UI/UX Design Principles:Learn the principles of user interface and user experience design, and develop the skills to create visually appealing and user-friendly digital interfaces.Figma Essentials:Familiarize yourself with Figma, a leading design tool, and learn how to use it for UI/UX design projects.Data Analysis with Machine Learning:Explore hands-on machine learning projects for data analysis, pattern recognition, and decision-making.Interactive Prototyping:Apply UI/UX design principles by creating interactive prototypes in Figma, simulating user interactions and visualizing design flows.Custom Icons and Visual Assets:Develop skills in creating custom icons and visual assets to enhance the visual identity of your digital interfaces.ENROLL NOW!! Embark on this integrated learning journey and become adept in Machine Learning, UI/UX Design, and Power BI Presentation. Enroll now to unleash your potential in this dynamic and interdisciplinary field!
