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
Whizlabs
您将获得的技能: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
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
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
University of Colorado Boulder
您将获得的技能: 数据分析, Ggplot2, 数据结构, 数据转换, R 程序设计, 数据清理, 数据导入/导出, 数据操作, 编程原则, 关系数据库, Tidyverse（R 软件包）
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Statistical Methods, R (Software), Research, Data Presentation, Surveys, Data Collection, Research Reports, Data Ethics
您将获得的技能: Data Visualization, SPSS (Software), Statistical Analysis, Data Transformation, Data Manipulation, Data Analysis, Technical Support, Statistical Software, Data Import/Export
您将获得的技能: Business Analytics, Data-Driven Decision-Making
Coursera
您将获得的技能: 生成式人工智能, 人工智能, 数据分析, 及时工程, Python 编程, OpenAI 应用程序接口, 数据操作, Prompt Engineering, 分析, 数据可视化软件
您将获得的技能: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Data Manipulation
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
总之，以下是 10 最受欢迎的 data analysis 课程
- Exploratory Data Analysis in AWS: Whizlabs
- Transforming Exploratory Data Analysis with AI: Coursera
- Exploratory Data Analysis & Core ML Algorithms: Packt
- 使用 Tidyverse 进行数据分析: University of Colorado Boulder
- Quantitative Research Methods: Tools for Data Analysis: Coursera
- Master SPSS GUI Navigation and Data Analysis Skills: EDUCBA
- Apply Hypothesis Testing with Minitab for Data Analysis: EDUCBA
- 用于数据分析的 GenAI：OpenAI 助手 API: Coursera
- Data Analysis in Python: Using Pandas DataFrames: Coursera
- Data Analysis in R with RStudio & Tidyverse: Codio
