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
Cloudera
您将获得的技能: MySQL, 数据库系统, Amazon Web Services, 运行数据库, 数据库, NoSQL, 云存储, 数据库设计, 大数据, 数据仓库, 亚马逊 S3, Apache Hive, 查询语言, 数据库管理, Apache Hadoop, 性能调整, 关系数据库, 数据分析, 数据管理, 数据存储
Alibaba Cloud Academy
您将获得的技能: 数据可视化软件, 商业智能, 云存储, 数据操作, 数据库管理, 查询语言, PySpark, 仪表板, Apache Hive, Apache Spark, 数据处理, 数据整合, Pandas（Python 软件包）, 大数据, 摘录, Apache Hadoop, 数据管道
您将获得的技能: Business Intelligence, Marketing Analytics, Pivot Tables And Charts, Dashboard, Data Visualization, Power BI, Tableau Software, Google Analytics, Data Visualization Software, Microsoft Excel, Marketing, Data Collection, Statistics, Key Performance Indicators (KPIs), Web Analytics, Data Analysis, Market Analysis, Market Intelligence, Market Research, Data Management
您将获得的技能: Trend Analysis, Financial Data, Market Trend, Data-Driven Decision-Making, Financial Analysis, Data Visualization, Technical Analysis, Financial Market, Matplotlib, Financial Modeling, Correlation Analysis, Pandas (Python Package), Python Programming, Data Manipulation, Jupyter, Data Structures, Data Import/Export
您将获得的技能: Data Entry, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Visualization Software, Dashboard, Data Analysis, Data Management, Business Analytics, Data Visualization, Exploratory Data Analysis, Productivity Software, Data Analysis Expressions (DAX), Data Presentation, Trend Analysis, Graphing, Decision Making, Data Manipulation, Debugging
Cloudera
您将获得的技能: 数据库, 数据库系统, 运行数据库, 数据库设计, NoSQL, 查询语言, 数据仓库, 虚拟机, 数据分析, 大数据, 数据存储, 关系数据库, 数据管理
您将获得的技能: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression
您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Statistical Analysis, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
您将获得的技能: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Excel Formulas, Data Storytelling, Spreadsheet Software, Generative AI, Data Analysis
University of California, Santa Cruz
您将获得的技能: 统计方法, 统计资料, 贝叶斯统计, 统计建模, 概率与统计, 统计推理, 回归分析, 分析技能, 概率分布, 统计可视化, 概率, 预测建模, R 程序设计, 数据可视化, 数据分析, 数据建模, Microsoft Excel, R（软件）
您将获得的技能: Marketing Analytics, Pivot Tables And Charts, Advanced Analytics, Descriptive Statistics, Microsoft Excel, Descriptive Analytics, Data Import/Export, Spreadsheet Software, Marketing Effectiveness, Data-Driven Decision-Making, Marketing Strategies, Statistics, Data Analysis, Statistical Methods, Small Data, Data Wrangling, Data Transformation
您将获得的技能: Logistic Regression, SAS (Software), Predictive Analytics, Advanced Analytics, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Small Data, Statistical Hypothesis Testing, Probability & Statistics, Descriptive Statistics
总之，以下是 10 最受欢迎的 data analysis 课程
- 使用 SQL 进行现代大数据分析: Cloudera
- 大数据分析深度挖掘: Alibaba Cloud Academy
- Marketing Data Analysis and Visualization Fundamentals: Coursera
- Apply Python for Practical Financial Data Analysis: EDUCBA
- Apply Excel Skills for Data Analysis Foundations: EDUCBA
- 使用 SQL 进行大数据分析的基础知识: Cloudera
- Speed Up Data Analysis and Presentation Building: Google
- Exploratory Data Analysis and Visualization: Microsoft
- Fast-Track Data Analysis and Presentations: Google
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
