初级数据分析课程
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 Maryland, College Park
您将获得的技能: 数据分析, Data Validation, 大数据, 数据收集, 创建调查, 数据验证, 研究设计, 调查, 分析, 数据质量
O.P. Jindal Global University
您将获得的技能: Sampling (Statistics), Statistical Programming, Statistical Analysis, Probability Distribution, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Probability & Statistics, Statistics, Statistical Modeling, Statistical Visualization, Statistical Inference, Classification And Regression Tree (CART), Probability, Big Data
您将获得的技能: Prompt Engineering, Data Storytelling, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Generative AI, Data Ethics, Responsible AI, Infographics, Data Visualization, Anomaly Detection, Excel Formulas, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Risk Mitigation, Risk Analysis, Predictive Analytics, Automation
Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, Data Integration, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Software Installation
PwC
您将获得的技能: 数据分析, 统计编程, 大数据, 数据收集, 案例研究, 数据展示, 分析技能, 数据驱动决策, 决策, Microsoft Excel, 商业分析, 数据可视化, 非结构化数据, 数据可视化软件, 分析, 数据分析软件
您将获得的技能: Applied Machine Learning, Jupyter, Data Processing, Predictive Modeling, Machine Learning, Model Training, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Model Optimization, Data Analysis, Python Programming
您将获得的技能: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization, Box Plots, Exploratory Data Analysis, Data Visualization Software, Data Storytelling, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Python Programming, Color Theory
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Analysis
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Supervised Learning, Predictive Analytics, Statistical Modeling, Machine Learning, Model Evaluation, Variance Analysis, Python Programming
您将获得的技能: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Communication Strategies, Analytics, Prompt Patterns, Statistical Methods, Data Infrastructure, Stakeholder Communications, Responsible AI, Data Analysis Software, Spreadsheet Software, Verbal Communication Skills
您将获得的技能: 人工智能扫盲, 生成式人工智能, 数据分析, ChatGPT, 交互式数据可视化, Prompt Engineering, 及时工程, 生成模型架构, 及时的工程工具, 数据处理, 增强现实与虚拟现实（AR/VR）, 人工智能和机器学习（AI/ML）, OpenAI, 数据故事, 数据伦理, 分析, 仪表板创建, 提示模式, 负责任的人工智能, Python 编程, 数据综合
Coursera
您将获得的技能: Accounting Software, Data Validation, QuickBooks (Accounting Software), Expense Management, Accounting Records, Expense Reports, Bookkeeping, Data Entry, Financial Reporting, Productivity Software, Spreadsheet Software
总之，以下是 10 最受欢迎的 beginner data analysis 课程
- 数据收集和分析框架: University of Maryland, College Park
- Statistical Methods and Data Analysis : O.P. Jindal Global University
- Microsoft Generative AI for Data Analysis: Microsoft
- Data Analysis Using Hadoop Tools: Johns Hopkins University
- 数据驱动决策: PwC
- Data Science Coding Challenge: Loan Default Prediction: Coursera
- Seaborn Python Data Visualization & Analysis: EDUCBA
- Python for Data Analysis: Pandas & NumPy: Coursera
- Regression Analysis: Simplify Complex Data Relationships: Google
- Google Data-Driven Decision Making: Google
