统计学课程可以帮助您学习数据分析、概率论、假设检验和 Regression 分析技术。您可以掌握解释 Data Set、做出明智预测和开展调查的技能。许多课程都会介绍 R、Python 和 Excel 等工具,这些工具支持执行统计分析和可视化结果。您还将探索描述统计、推断统计和实验设计等关键主题,掌握应对现实世界数据挑战的知识。
Johns Hopkins University
您将获得的技能: 回归分析, 机器学习算法, 预测建模, 统计分析, 数据操作, 探索性数据分析, 数据科学, GitHub, 统计假设检验, 统计推理, 机器学习, Plotly, Rmarkdown, 绘图(图形), 版本控制, 数据整理, 闪亮(R 套件), 数据清理, 交互式数据可视化, R 语言程序设计(中文版)
初级 · 专项课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 回归分析, 统计推理, 统计建模, 统计
混合 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Responsible AI, Statistical Visualization, Research, Artificial Intelligence
初级 · 专项课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling, Histogram, Pandas (Python Package), NumPy, Statistical Inference, Probability, Correlation Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Plotly, NumPy, Probability & Statistics, Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Machine Learning, Interactive Data Visualization, Performance Tuning
中级 · 专项课程 · 3-6 个月

University of Zurich
您将获得的技能: 应用数学, 概率与统计, 概率分布, 描述性统计, 金融, 概率, 统计, 风险分析
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis
初级 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
中级 · 课程 · 1-3 个月

多位教师
您将获得的技能: Dashboard, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Pandas (Python Package), Data Presentation, Correlation Analysis, Web Scraping, NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Computer Programming Tools, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 数据叙事, IBM Cognos 分析, 微软Excel, 数据可视化软件, 探索性数据分析, Excel 公式, SQL, 数据导入/导出, 专业网络, Plotly, 数据整理, 生成式人工智能, 交互式数据可视化, 大数据, 仪表板, 数据转换, 数据分析, Python 程序设计, 数据可视化, 数据展示
攻读学位
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Data Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Statistical Inference, Sampling (Statistics), Large Language Modeling, LLM Application
初级 · 课程 · 1-4 周