推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具,以及 SPSS 和 Excel 等软件,支持将这些统计技术应用到真实世界的数据 Set 中。

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Web Analytics and SEO, Google Ads, Customer Insights, Google Analytics, Data Ethics
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: File I/O, C and C++, Communication Systems
高级设置 · 课程 · 1-3 个月

École Polytechnique Fédérale de Lausanne
您将获得的技能: Spatial Analysis, Spatial Data Analysis, GIS Software, Geographic Information Systems, Geospatial Mapping, Geostatistics, Interactive Data Visualization, Data Integration, Data Mapping, Augmented Reality, Sampling (Statistics)
初级 · 课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: 持续监测, 机器学习, AI 产品战略, 企业战略, 道德标准与行为, 数据伦理, 风险缓解, MLOps(机器学习 Operator), 模型评估, 利益攸关方沟通, AI 赋能, 性能指标, 应用机器学习, 性能调整, 业务运营, 数据维护, 运行分析, 负责任的人工智能, 系统集成, 模型部署
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
初级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Machine Learning Algorithms, Classification Algorithms, AI Enablement, Artificial Intelligence, Computational Logic, Machine Learning, Natural Language Processing, Business Strategy, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Strategic Decision-Making, Algorithms, Bayesian Network, Complex Problem Solving, Probability & Statistics
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混合 · 课程 · 3-6 个月

您将获得的技能: Microsoft Excel, Data Storytelling, Predictive Modeling, Data Visualization Software, Microsoft Copilot, Data Analysis, Report Writing, Data-Driven Decision-Making, Business Reporting, Forecasting, Data Manipulation, Trend Analysis, Generative AI Agents, Natural Language Processing
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

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

University of Colorado Boulder
您将获得的技能: Encryption, 数据伦理, 信息隐私, Authentication, 安全控制, 计算机安全意识培训, 授权(计算), 风险分析, 网络安全, 数据加密标准, 解决问题, 数据安全, 人为因素(安全), 信息保障, 沟通, 网络威胁情报, 网络安全政策, 密码学, 安全意识
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初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
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中级 · 课程 · 1-3 个月