数据收集课程
数据收集课程可以帮助您学习 Survey 设计、Sample 技术、数据清洗和统计分析。您可以掌握定性和定量研究方法、数据 Visualization 以及数据处理中的道德考量等方面的技能。许多课程都会介绍用于数据处理的 Excel、用于统计分析的 R 等工具，以及用于创建调查问卷的 Qualtrics 等软件，展示如何在实际研究环境中应用这些技能。
热门数据收集课程和认证
状态：新状态：免费试用Logical Operations
您将获得的技能: Power BI, Business Reporting, Business Intelligence, Data Storytelling, Business Intelligence Software, Data Visualization Software, Data Analysis, Microsoft Excel, Data Analysis Software, Data Modeling, Data Integration, Self Service Technologies, Data Management, Microsoft PowerPoint, Microsoft 365, Microsoft Office
状态：免费试用University of California San Diego
您将获得的技能: AI 个性化服务, 网络安全, Encryption, 计算机科学, 信息技术, 教学法, 大数据, 监督学习, 密码学, 信息隐私, 负责任的人工智能, 网络服务器, 网络应用, 数据安全, 机器学习
状态：免费试用您将获得的技能: Data Ethics, Data Analysis, Data Literacy, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Management, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data
状态：预览University of Washington
您将获得的技能: 统计分析, R 语言程序设计（中文版）, 统计方法, 定量研究, 数据收集, 交互式数据可视化, 非结构化数据, 回归分析, 大数据, 文本挖掘, 分析, Python 程序设计, 相关性分析, 数据分析, 数据展示, 应用编程接口 (API), 数据挖掘, 数据可视化, 社交网络分析
状态：免费试用University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Interactive Data Visualization, Verbal Communication Skills, Data Science, Machine Learning
状态：免费试用Arizona State University
您将获得的技能: Research, Data Collection, Surveys, Scientific Methods, Research Methodologies, Persuasive Communication, Data Analysis, Case Studies, Information Management
状态：免费试用您将获得的技能: Extract, Transform, Load, Power BI, Data Transformation, Data Cleansing, Query Languages, Data Manipulation, Data Integration, Data Validation, Data Import/Export, Data Quality, Data Analysis, Data Modeling, Anomaly Detection, Data Storage
状态：新状态：预览O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning
状态：免费试用University of Pennsylvania
您将获得的技能: 探索性数据分析, 数据可视化软件, 数据导入/导出, 散点图, NumPy, 数据结构, Python 程序设计, Pandas（Python 软件包）, 数据清理, 透视表和图表, Jupyter, 数据预处理, 数据分析, 编程原则, 数据操作, 数据科学, Matplotlib, 数据可视化, 柱状图
状态：免费试用American Psychological Association
您将获得的技能: Data Visualization, Descriptive Statistics, Plot (Graphics), Data Literacy, Graphing, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Scatter Plots, Correlation Analysis, Psychology, Research Design, Scientific Methods
状态：免费试用University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
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
总之，以下是 10 最受欢迎的 data collection 课程
- Power BI: Data Analysis, Reporting, and Connecting: Logical Operations
- 技术对教学的影响：数据收集、使用和隐私: University of California San Diego
- Prepare Data for Exploration: Google
- 社交媒体数据分析: University of Washington
- How to Use Data: University of Pennsylvania
- Information Gathering and Vetting: Arizona State University
- Data Extract, Transform, and Load in Power BI: Microsoft
- Statistical Methods and Data Analysis : O.P. Jindal Global University
- 使用 Python 进行数据分析: University of Pennsylvania
- Statistics in Psychological Research: American Psychological Association
