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。

Queen Mary University of London
您将获得的技能: 研究方法, 科学与研究, 研究设计, 研究, 定性研究, 面试技巧, 数据收集, 概率与统计, 样本量的确定, 调查, 焦点小组, 案例研究, 市场调查
初级 · 课程 · 1-4 周

您将获得的技能: Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Sampling (Statistics), Market Research, A/B Testing, Quantitative Research, Data Maintenance, Statistical Analysis, Data Analysis, Excel Formulas, Regression Analysis, Business Intelligence, Data Visualization, Performance Metric, R Programming, Predictive Modeling
中级 · 专项课程 · 3-6 个月

您将获得的技能: Market Research, Product Strategy, Strategic Marketing, Workflow Management, Survey Creation, No-Code Development, Consumer Behaviour, Market Analysis, Customer Insights, Quantitative Research, Data Integration, Business Process Automation, Automation, Data Collection, Real Time Data, Product Design, Cloud-Based Integration, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: Data Maintenance, Key Performance Indicators (KPIs), Performance Analysis, Performance Measurement, Gap Analysis, Business Planning, Variance Analysis, Business Strategy, Market Opportunities, Business Development
初级 · 课程 · 1-4 周

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
混合 · 课程 · 1-4 周

您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, Amazon CloudWatch, Cloud Storage, Real Time Data, AWS Identity and Access Management (IAM), Data Storage, Database Management Systems, Data Management, Data Infrastructure, Cloud Security, Encryption, Scalability
初级 · 课程 · 1-4 周

University of Washington
您将获得的技能: 回归分析, Python 程序设计, 交互式数据可视化, 数据展示, R 语言程序设计(中文版), 非结构化数据, 文本挖掘, 分析, 大数据, 统计分析, 数据收集, 定量研究, 数据分析, 应用编程接口 (API), 社交网络分析, 相关性分析, 统计方法, 数据可视化, 数据挖掘
中级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), Correlation Analysis, Data Visualization, Descriptive Statistics, Advanced Analytics, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference
初级 · 课程 · 1-4 周

您将获得的技能: 数据管道, 数据库, Python 程序设计, 软件包和软件管理, 编程原则, 数据转换, 网页抓取, 应用编程接口 (API), 数据库管理, SQL 服务器集成服务(SSIS), 摘录, 单元测试
中级 · 课程 · 1-4 周

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
初级 · 课程 · 1-4 周

您将获得的技能: Apache Airflow, Dataflow, Extract, Transform, Load, Data Pipelines, Apache Kafka, Real Time Data, AWS Kinesis, Data Validation, Data Warehousing, Event Monitoring, Data Integrity, Snowflake Schema, Continuous Monitoring, Automation, Data Quality, Scalability
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Quality Assurance, Compliance Reporting, Data Quality, Performance Reporting, Trend Analysis, Data Validation, Configuration Management, Data Integrity, Data Capture, Workflow Management, Continuous Monitoring
初级 · 课程 · 1-4 周