统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具,以及用于数据 Visualization 的软件,从而提高您有效应用统计方法的能力。

您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
混合 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 沟通, 数据管理, 数据战略, 数据展示, 统计建模, 团队管理, 分析技能, 数据分析, 工作流程管理, 团队领导, 统计报告, 统计推理, 探索性数据分析
混合 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Computational Logic, Engineering Calculations, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Analytical Skills, Bayesian Statistics, Differential Equations, Programming Principles, Statistical Inference, Theoretical Computer Science, Numerical Analysis, Descriptive Analytics, Applied Mathematics
初级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 相关性分析, 数据管理, 概率与统计, 统计方法, 定量研究, 统计分析, 分析技能, 统计推理, 数据分析, 统计假设检验, SAS(软件), 统计软件, 回归分析
混合 · 课程 · 1-4 周
Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
初级 · 课程 · 1-4 周

您将获得的技能: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning
混合 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
中级 · 专项课程 · 3-6 个月

您将获得的技能: Python 程序设计, 描述性统计, 统计, 数据科学, 数据可视化软件, 统计分析, 关系数据库, 存储过程, SQL, 数据展示, 概率分布, 编程原则, 数据导入/导出, Pandas(Python 软件包), 网页抓取, Jupyter, 数据可视化, 计算机编程工具, 数据分析, 仪表板
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Analytics, Bayesian Statistics, Descriptive Statistics, Marketing Effectiveness, Statistical Hypothesis Testing, A/B Testing, Target Audience, Marketing Strategies, Statistical Inference, Sampling (Statistics), Data Collection, Data Modeling, Statistics, Advertising Campaigns, Campaign Management, Data Presentation, Marketing, Analytics, Performance marketing, Web Analytics
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 描述性统计, 统计, 公共卫生, 概率与统计, 抽样(统计), 统计方法, 统计分析, 统计建模, 流行病学, 概率分布, 定量研究, 预测建模, 逻辑回归, 统计假设检验, 统计可视化, 回归分析, 科学方法, 高级分析, 生物统计学, 统计推理
初级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: 决策, 相关性分析, 批判性思维, 研究设计, 适应, 分析技能, 实验, 行为经济学, 数据分析, 概率, 统计推理, 回归分析
初级 · 课程 · 1-3 个月