探索性数据分析课程可以帮助您学习数据可视化技术、统计摘要和数据清洗方法。您可以掌握识别模式、检测异常和解释结果的技能,为决策提供依据。许多课程都会介绍 Python、R 和 Tableau 等工具,这些工具有助于分析和展示数据见解,让您能够有效地交流研究结果并支持数据驱动战略。

S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
攻读学位
初级 · 课程 · 1-3 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, Probability & Statistics, Scatter Plots, Microsoft Excel, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 微软Excel, 商业分析, 数据驱动的决策制定, 商业风险管理, 预测建模, 数据分析, 预测分析
初级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

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

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, AI Product Strategy, Data Analysis, Responsible AI, Data Processing, Power BI, Exploratory Data Analysis, Anomaly Detection
中级 · 课程 · 1-3 个月
您将获得的技能: Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Statistical Reporting, Statistics, Research Design, Statistical Analysis, Microsoft Excel, Research Methodologies, Research, R Programming, Data Presentation, Surveys, Data Collection, Data Ethics
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 统计分析, 回归分析, 概率与统计, 相关性分析, 定量研究, 统计推理, 数据管理, Data Management, 统计方法, 分析技能, 数据分析, 统计假设检验, SAS(软件), 统计软件
混合 · 课程 · 1-4 周
您将获得的技能: Exploratory Data Analysis, Data Literacy, Data Storytelling, Data-Driven Decision-Making, Data Presentation, SAS (Software), Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Analysis, Scatter Plots, Analytics, Data Visualization, Interactive Data Visualization, Technical Communication, Data Ethics, Data Visualization Software, Research, Data Cleansing
初级 · 专项课程 · 1-3 个月

Universidad Nacional Autónoma de México
您将获得的技能: Extract, Transform, Load, Pandas (Python Package), NumPy, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Visualization Software, Package and Software Management, Graphing, Data Analysis, Jupyter, Data Import/Export, Python Programming, Data Manipulation
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: 高级分析, 生成式人工智能, 数据处理, 机器学习算法, 分析, 数据转换, 负责任的人工智能, Prompt 工程工具, 数据清理, 数据分析, 预测分析, AI 产品战略
中级 · 课程 · 1-4 周