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
您将获得的技能: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, JSON, Object Oriented Programming (OOP), Extensible Markup Language (XML), Data Modeling, Data Collection, Extensible Languages and XML, Application Programming Interface (API), Relational Databases
University of Colorado Boulder
您将获得的技能: Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Data Mining, Predictive Modeling, Model Evaluation, Regression Analysis, Decision Tree Learning, Statistical Methods, Project Planning, Logistic Regression
Simplilearn
您将获得的技能: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Data Quality, Management Reporting, Pivot Tables And Charts, Data Cleansing, Project Management, Data Visualization Software, Business Reporting, Data Analysis, Timelines, Data Presentation, Graphing
您将获得的技能: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Data Access, Programming Principles, Python Programming, Data Structures, Development Environment, Scripting, Package and Software Management, Software Installation, Object Oriented Programming (OOP)
Rice University
您将获得的技能: 数据分析, 统计分析, 概率分布, 抽样（统计）, 概率与统计, 决策, 描述性分析, 统计推理, Microsoft Excel, 数据扫盲, 相关性分析, 统计方法, 商业分析, 统计建模, 统计资料, 描述性统计, 箱形图, Excel 公式
您将获得的技能: Data Storytelling, Data Presentation, Customer Analysis, Data Integration, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Customer Retention, Analytics, Data Visualization Software
University of California San Diego
您将获得的技能: 交互式数据可视化, NumPy, 数据清理, 数据处理, 数据可视化, Pandas（Python 软件包）, 数据科学, JSON, Matplotlib, 数据可视化软件, 网络抓取, 文件输入/输出, 数据操作, Python 编程, 数据预处理
您将获得的技能: Data Analysis, Analytics, Data Literacy, Correlation Analysis, Applied Machine Learning, Data Visualization, Machine Learning
您将获得的技能: Plot (Graphics), Scatter Plots, Programming Principles, Numerical Analysis
您将获得的技能: Matplotlib, Statistical Methods, Statistical Hypothesis Testing, Plot (Graphics), Data Analysis, Statistical Analysis, Data Import/Export, Data Visualization, Data Cleansing, Data Manipulation, Statistics, Descriptive Statistics, Pandas (Python Package), Data Wrangling, Correlation Analysis, Python Programming, Programming Principles, Computer Programming, Scripting, Computational Logic
您将获得的技能: Exploratory Data Analysis, Data Literacy, Data Analysis, Package and Software Management, R Programming, R (Software), Statistical Analysis, Tidyverse (R Package), Data Wrangling, Data Analysis Software, Data Manipulation, Statistical Visualization
您将获得的技能: Data Visualization, Data Presentation, Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Business Analysis, Data Wrangling, Strategic Decision-Making, Case Studies, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
总之，以下是 10 最受欢迎的 beginner data analysis 课程
- Data Science Fundamentals Part 1: Unit 2: Pearson
- Data Analysis with Python Project : University of Colorado Boulder
- Data Validation in Excel for Beginners: Simplilearn
- Foundations of Data Analysis with Pandas and Python: Packt
- 基本数据描述符、统计分布及商业决策应用: Rice University
- Qlik Sense for Beginners: Analyze and Visualize Data: Coursera
- 基本数据处理和可视化: University of California San Diego
- Analyze Business Data Using Statistics Foundations: EDUCBA
- Python Course for Data Analysis - Become Data Analyst: Packt
- Data Analysis in Python: Codio
