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
Fractal Analytics
您将获得的技能: 数据转换, 数据分析, 关系数据库, 数据库设计, 数据库, 数据清理, MySQL 工作台, 查询语言, 数据完整性, 数据操作, 数据库管理
University at Buffalo
您将获得的技能: 数据可视化软件, 统计分析, Minitab, 数据故事, 过程分析, 统计过程控制, 数据分析, 商业分析, 数据清理, Tableau 软件, 数据驱动决策, 关键绩效指标 (KPI), 数据质量, Matlab, 业务流程, 数据可视化
您将获得的技能: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Database Management, Business Reporting, Query Languages, Report Writing, Performance Reporting, GitHub, Performance Tuning, Jupyter
S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
您将获得的技能: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Time Series Analysis and Forecasting, Business Reporting, Jupyter, Data Wrangling, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Data Processing, Business Analytics, Python Programming, Data Analysis Software
Wesleyan University
您将获得的技能: 模型评估, 统计假设检验, 统计分析, 数据管理, Data Management, 探索性数据分析, 分类与回归树 (CART), 数据故事, 数据分析, 机器学习, 统计资料, 统计方法, 回归分析, 相关性分析, 描述性统计, 决策树学习, 统计软件, 逻辑回归, 数据操作, 数据展示, 数据可视化
Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Exploratory Data Analysis, Data Manipulation, Computer Programming
Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Data Visualization, AI Enablement, Spreadsheet Software, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing
University of Pennsylvania
您将获得的技能: Python 编程, 数据可视化软件, 探索性数据分析, 数据科学, 数据预处理, 数据分析, 数据清理, 数据操作, Matplotlib, 透视表和图表, 散点图, Jupyter, 数据导入/导出, NumPy, Pandas（Python 软件包）, 柱状图, 编程原则, 数据结构, 数据可视化
Rice University
您将获得的技能: Python 编程, 文件输入/输出, 数据分析, 数据存储, 脚本, 数据导入/导出, 数据操作, 数据结构
总之，以下是 10 最受欢迎的 data analysis 课程
- 使用 SQL 进行数据分析: Fractal Analytics
- 数据分析和可视化: University at Buffalo
- SQL for Data Analysis and Business Insights: Coursera
- Data Analysis: S.P. Jain Institute of Management and Research
- Data Analysis with NumPy and Pandas: EDUCBA
- 数据分析与解释: Wesleyan University
- Statistics and Data Analysis with Excel: Macquarie University
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- Python for Data Analysis: Pandas & NumPy: Coursera
- ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
