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。

您将获得的技能: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Analytical Skills, Scripting, Algorithms, Debugging
初级 · 课程 · 1-4 周

Fractal Analytics
您将获得的技能: 数据库, 数据库管理, 数据清理, MySQL 工作台, 数据转换, 查询语言, 数据分析, 数据库设计, 数据完整性, 数据操作, 关系数据库
初级 · 课程 · 1-3 个月

IBM
您将获得的技能: 仪表板, 统计分析, Excel 公式, 电子表格软件, 数据可视化软件, 数据故事, 大数据, 分析技能, 交互式数据可视化, Apache Hadoop, 数据分析, 数据整理, 透视表和图表, Apache Hive, 数据展示, 数据清理, 数据集市, Microsoft Excel, IBM Cognos 分析系统, 数据可视化
攻读学位
初级 · 专项课程 · 3-6 个月
Rice University
您将获得的技能: 数据可视化软件, 电子表格软件, Excel 公式, Microsoft Excel, 制图, 透视表和图表, 数据导入/导出, 柱状图, 数据操作, 散点图, 数据分析
混合 · 课程 · 1-4 周

Logical Operations
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Data Presentation, Microsoft Excel, Data Visualization, Sampling (Statistics), Dashboard, Data Visualization Software, Spreadsheet Software, Report Writing, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Statistical Modeling, Applied Machine Learning, Machine Learning Methods, Decision Tree Learning, Data Mining, Machine Learning Algorithms, Machine Learning
中级 · 专项课程 · 3-6 个月

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
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Matplotlib, 生成式人工智能, Plotly, 数据可视化软件, 数据故事, Python 编程, 数据清理, 数据伦理, 机器学习, 数据转换, 数据分析, 交互式数据可视化, Pandas(Python 软件包), Jupyter, 模型评估, 数据操作, Scikit Learn(机器学习库), 探索性数据分析, 数据可视化
初级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Data Cleansing, Exploratory Data Analysis, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
中级 · 专项课程 · 3-6 个月

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
初级 · 指导项目 · 不超过 2 小时