面向初学者的数据分析课程
初级数据分析课程可以帮助您学习数据收集技巧、基本统计概念、数据可视化和结果解释。您可以培养使用电子表格进行数据处理、创建图表进行 Visual 化呈现以及应用描述性统计来总结研究结果的技能。许多课程都会介绍 Excel、Google Sheets 等工具和 Tableau 等数据可视化软件，向您展示如何有效地分析和展示数据以支持决策。
热门初级数据分析课程和认证
您将获得的技能: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration
您将获得的技能: Data Storytelling, Data Visualization, Storytelling, Financial Data, Data Visualization Software, Financial Acumen, Finance, Verbal Communication Skills, Presentations, Communication, Plotly, Data Flow Diagrams (DFDs), Matplotlib, Analysis, Seaborn, Customer Engagement
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Manipulation, Database Management, Query Languages
您将获得的技能: Predictive Modeling, Data Preprocessing, Data Visualization, Model Evaluation, Machine Learning Methods, Feature Engineering, Game Design, Data Science, Animation and Game Design
University of California San Diego
您将获得的技能: 机器学习, 加密技术, Encryption, 教学法, 信息隐私, 计算机科学, 负责任的人工智能, 网络安全, 数据安全, 加密, 人工智能个性化, 网络应用, 信息技术, 网络服务器, 大数据, 监督学习
University of Michigan
您将获得的技能: 数据分析, 机器学习, Model Evaluation, 案例研究, R 程序设计, 模型评估, 负责任的人工智能, 政治科学, 数据驱动决策, 数据伦理, 道德标准与行为, 数据展示, 政策分析, 公共政策, 分析
Logical Operations
您将获得的技能: Excel Macros, Microsoft Excel, Data Transformation, Data Import/Export, File I/O, Data Wrangling, Extensible Markup Language (XML), Data Manipulation, Data Cleansing, Spreadsheet Software, Visual Basic (Programming Language), File Management, Automation, Microsoft Office, Microsoft 365, Data Science, Query Languages, Debugging, Performance Improvement, Computer Programming
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 云计算, 深度学习, 数据库, Apache Hadoop, 分析, 数据处理, Apache Spark, Apache Mahout, 数据存储, NoSQL, 大数据, 分布式计算, 图论, 可扩展性, Apache Kafka, 机器学习算法, 实时数据
状态：新Google
您将获得的技能: Vibe coding, Brainstorming, Planning, Generative AI, Content Creation, Artificial Intelligence, Data Analysis, Presentations, Data Visualization, Business Communication, Responsible AI, Research, Project Management, Machine Learning
您将获得的技能: Prompt Engineering, Prompt Patterns, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Supervised Learning, Generative AI Agents, Model Evaluation, Responsible AI, Vector Databases, Data Import/Export
您将获得的技能: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Interactive Data Visualization, Business Metrics
您将获得的技能: Power BI, Data Analysis Expressions (DAX), Data Modeling, Microsoft Power Platform, Data Analysis, Business Intelligence, Star Schema, Data Transformation, Snowflake Schema, Dashboard, Data Visualization Software, Data Integration, Data Manipulation, Data Cleansing, Interactive Data Visualization, Data Presentation, Data Import/Export
总之，以下是 10 最受欢迎的 data analysis 课程
- Azure SQL Data Warehouse Synapse Analytics Service: Packt
- Data Storytelling for Investors and Financial Advisors: Starweaver
- Sort and Filter Data in SQL using MySQL Workbench: Coursera
- Game Development, Data Science, and Machine Learning: Packt
- 技术对教学的影响：数据收集、使用和隐私: University of California San Diego
- 公共部门数据分析的政治与伦理: University of Michigan
- Excel VBA Macros: Forms, Files, and Data Handling: Logical Operations
- 云计算应用，第 2 部分：云中的大数据和应用: University of Illinois Urbana-Champaign
- Google AI: Google
- IBM Generative AI Engineering: IBM
