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
University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
University of Washington
您将获得的技能: 统计资料, Data Validation, 功能工程, 数据分析, 模型评估, 统计建模, 数据整理, Python 编程, R 程序设计, 数据验证, 预测建模, 数据整合, 预测分析, 数据预处理, 数据收集, 数据科学, Model Evaluation, 研究, 应用机器学习
University of Illinois Urbana-Champaign
您将获得的技能: 生成式人工智能, 营销分析, 消费者行为, 数据架构, 绩效衡量, 营销策略, 分析, 数据驱动决策, 客户洞察, 数据管理, 人工智能个性化, 区块链, Blockchain, 数据完整性, MarTech, 数字营销, 营销效果, Data Governance, 图像分析
您将获得的技能: Data Pipelines, Apache Airflow, Site Reliability Engineering, Disaster Recovery, Apache Kafka, Data Integrity, Data Infrastructure, Workflow Management, Data Storage Technologies, Real Time Data, Data Processing, Apache Spark
SkillUp
您将获得的技能: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance
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
Google Cloud
您将获得的技能: 数据转换, 数据处理, 调试, 数据流, 系统监控, 数据完整性, CI/CD, 灾难恢复, 数据管道, 单元测试, 性能调整
University of California, Irvine
您将获得的技能: 商业分析, 无监督学习, 商业智能, 监督学习, 数据驱动决策, 云计算, 数据建模, 数据仓库, 预测建模, 星形模式, 分类算法, 市场分析, 数据挖掘, 雪花模式, 摘录
Sungkyunkwan University
您将获得的技能: 投资管理, 风险分析, 财务分析, R 程序设计, 时间序列分析和预测, 数据可视化, 投资组合风险, 回归分析, 财务建模, 统计编程, 投资组合管理, 数据操作, 性能分析, 财务数据
您将获得的技能: Google Ads, Google Analytics, Marketing Analytics, Data Integration, Web Analytics, Data Access
您将获得的技能: A/B Testing, Marketing Strategies, Predictive Analytics, Analytics, Customer Insights, Real Time Data, Text Mining, Scheduling
Logical Operations
您将获得的技能: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Data Visualization Software, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development
总之，以下是 10 最受欢迎的 data analysis 课程
- How Science Turns Data Into Knowledge: University of Michigan
- 规模数据科学--顶点项目: University of Washington
- 数字营销：平台、数据和技术: University of Illinois Urbana-Champaign
- Orchestrate & Recover Real-Time Data Pipelines: Coursera
- Data Privacy and Protection: SkillUp
- Creating Features for Time Series Data: SAS
- 利用数据流进行无服务器数据处理操作: Google Cloud
- 数据仓库和商业智能: University of California, Irvine
- 数据驱动投资的基础: Sungkyunkwan University
- Connect Google Ads & Analytics Data: Coursera
