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
您将获得的技能: Responsible AI, Generative AI, Artificial Intelligence, Exploratory Data Analysis, Data Cleansing, Data-Driven Decision-Making, Real Time Data, Data Analysis, AI Workflows, Data Processing, Pandas (Python Package), Automation, Data Validation
Coursera
您将获得的技能: Python 编程, 及时工程, 数据可视化软件, 数据分析, 人工智能, 数据操作, OpenAI 应用程序接口, 生成式人工智能, 分析
University of Colorado Boulder
您将获得的技能: 数据转换, R 程序设计, 关系数据库, 数据分析, 数据清理, Ggplot2, 数据导入/导出, Tidyverse（R 软件包）, 数据结构, 编程原则, 数据操作
您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
您将获得的技能: Microsoft Copilot, Natural Language Processing, Data Storytelling, Technical Communication, Data Visualization, Data-Driven Decision-Making, Interactive Data Visualization, Generative AI, Data Visualization Software, Data Analysis, Strategic Communication, Communication, Big Data, Responsible AI, Artificial Intelligence, Presentations, Advanced Analytics
您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
您将获得的技能: Business Analytics, Data-Driven Decision-Making
您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
您将获得的技能: Exploratory Data Analysis, Data Storytelling, Ggplot2, Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Data Visualization Software, Statistical Visualization, Data Quality, Anomaly Detection, Descriptive Statistics, Correlation Analysis, Data Manipulation
您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
American Psychological Association
您将获得的技能: Qualitative Research, Case Studies, Interviewing Skills, Data Analysis, Research Methodologies, Social Sciences, Research, Data Collection, Cultural Diversity, Psychology, Anthropology
总之，以下是 10 最受欢迎的 data analysis 课程
- Transforming Exploratory Data Analysis with AI: Coursera
- 用于数据分析的 GenAI：OpenAI 助手 API: Coursera
- 使用 Tidyverse 进行数据分析: University of Colorado Boulder
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Data Analysis, Visualization, and Communication with Copilot: Microsoft
- AI Workflow: Data Analysis and Hypothesis Testing: IBM
- Exploratory vs Confirmatory data analysis using Python: Coursera
- Apply Hypothesis Testing with Minitab for Data Analysis: EDUCBA
- Splunk Query Language and Data Analysis: EDUCBA
- Apply Exploratory Data Analysis with R and ggplot2: EDUCBA
