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
状态：免费试用Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
您将获得的技能: Data Manipulation, Tidyverse (R Package), Data Wrangling, Data Analysis, R Programming, Exploratory Data Analysis, Statistical Analysis
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Data Transformation, Exploratory Data Analysis, Data Preprocessing, Unsupervised Learning, Dimensionality Reduction
状态：新状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Scatter Plots, Technical Communication, Histogram
您将获得的技能: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Accounts, Data Migration, Data Management, Cloud Computing
状态：免费试用您将获得的技能: Microsoft Copilot, Data Quality, Anomaly Detection, Generative Adversarial Networks (GANs), Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Preprocessing, Data Synthesis, Data Validation, Responsible AI, Natural Language Processing
您将获得的技能: Technical Analysis, Google Sheets, Market Data, Data Visualization, Trend Analysis, Web Scraping, Data Visualization Software
Duke University
您将获得的技能: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
状态：免费试用您将获得的技能: Design Thinking, Data Science, Process Design, Strategic Thinking, Data Pipelines, Data Validation, Data Processing, Workflow Management, Data Cleansing, Data Quality, Business Priorities, NumPy, Machine Learning, Python Programming
状态：免费试用Board Infinity
您将获得的技能: 弹簧框架, 授权（计算）, Java 编程, 依赖性分析, 认证, 微服务, 算法, 数据结构, 模型视图控制器, Java, Spring Boot, 面向对象编程（OOP）, 恢复性应用程序接口
状态：免费试用Johns Hopkins University
您将获得的技能: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Data Integrity, Health Information Management, Medical Records, Electronic Medical Record, Health Care, Personally Identifiable Information, Clinical Documentation, Data Security, Computerized Physician Order Entry, Care Coordination, Data Analysis
您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
总之，以下是 10 最受欢迎的 data analysis 课程
- Data Tidying and Importing with R: Duke University
- Data Manipulation with dplyr in R: Coursera
- Creating Features for Time Series Data: SAS
- Charts: Visualize Data Like a Pro: Coursera
- Data Publishing on BigQuery for Data Sharing Partners: Google Cloud
- Data Preparation and Evaluation with Copilot: Microsoft
- Building Candlestick Charts with Google Sheets: Coursera
- MySQL-for-Data-Engineering: Duke University
- AI Workflow: Business Priorities and Data Ingestion: IBM
- 数据结构与 Java 后端: Board Infinity
