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。

Sungkyunkwan University
您将获得的技能: Recurrent Neural Networks (RNNs), Image Analysis, Convolutional Neural Networks, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Machine Learning
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: Large Language Modeling, Generative AI, Writing, Data Ethics, Responsible AI, Artificial Intelligence, Technical Writing, Model Evaluation, Machine Learning, Information Privacy
初级 · 课程 · 1-4 周

您将获得的技能: Marketing Automation, Marketing Analytics, Digital Marketing, MarTech, Predictive Analytics, Advanced Analytics, Predictive Modeling, Marketing Effectiveness, Marketing Strategies, Customer Analysis, Marketing Channel, Data Analysis, Natural Language Processing, Business Ethics, Video Production, Artificial Intelligence, Machine Learning
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Data Visualization, Tableau Software, Spatial Analysis, Visualization (Computer Graphics), Statistical Visualization, Network Model, Dashboard, Matplotlib, Infographics, Heat Maps, Seaborn, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
攻读学位
中级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 模型评估, 数据分析, 数据导入/导出, 数据叙事, 数据预处理, Matlab, 数据操作, 功能工程, 预测建模, 技术交流, 机器学习, 数据科学, 探索性数据分析
中级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Statistical Programming, Data Analysis, Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Applied Mathematics, Data Science, Computational Thinking, Simulations
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: 财务分析, 周转资金, 案例研究, 股票, 企业财务, 资本预算编制, 绩效衡量, 投资回报, 风险分析, 金融建模, 财务管理, 现金流量, 商业估值
初级 · 课程 · 1-3 个月

您将获得的技能: Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Quality Management, Statistical Analysis, Regression Analysis, Probability & Statistics, Microsoft Excel, Statistical Hypothesis Testing
混合 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: 创新, 创业, 业务建模, 价值主张, 面试技巧, 客户分析, 用户关系管理, 产品开发, 金融建模, 企业战略, 业务规划, 客户洞察, 目标市场
初级 · 课程 · 1-4 周

Emory University
您将获得的技能: 技术写作, 超文本标记语言(HTML), YAML, 协作软件, 数据共享, 技术文档, 版本控制, 文件管理, Rmarkdown, Knitr, 层叠样式表(CSS), R 语言程序设计(中文版)
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
高级设置 · 专项课程 · 3-6 个月