贝叶斯统计课程可以帮助您学习概率分布、贝叶斯推断和统计建模。您可以培养假设检验、预测解析和不确定性下决策的技能。许多课程都会介绍 R、Python 和 Stan 等工具,这些工具常用于实现贝叶斯方法和分析数据。您还将探索马尔可夫链蒙特卡洛(MCMC)技术和贝叶斯网络等概念,掌握各领域数据驱动决策的实用知识。

您将获得的技能: Customer Service, Customer experience strategy (CX), Customer Analysis, Process Mapping, Customer Insights, Process Design, Customer Support, Cross-Channel Marketing, Marketing Operations, Business Process, Web Analytics, Marketing
初级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
中级 · 课程 · 1-3 个月

您将获得的技能: Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Exploratory Data Analysis, Model Evaluation, Pandas (Python Package), Matplotlib, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: MySQL, SQL, MySQL Workbench, Query Languages, Descriptive Statistics, Data Analysis
中级 · 指导项目 · 不超过 2 小时

University of Science and Technology of China
您将获得的技能: Lifelong Learning, Learning Strategies, Adaptability, Willingness To Learn, Personal Development, Social Studies, Trend Analysis, digital literacy, Emerging Technologies, Open Mindset, Social Impact, Technology Solutions, Innovation, Digital Transformation
混合 · 课程 · 1-4 周

您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Import/Export, Model Evaluation, No-Code Development, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Data Pipelines, Data Manipulation, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making
初级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Analytics, Marketing, Data Analysis, Resource Utilization, Marketing Effectiveness, Registration, Statistical Methods, Digital Marketing, Social Media Marketing
中级 · 课程 · 1-4 周

Institute for the Future
您将获得的技能: 风险分析, 趋势分析, 远见卓识, 社会影响, 系统思考, 适应, 组织领导力, 战略思维, 业务连续性规划, 变革管理, 危机管理, 预测, 弹性, 创新, 社会正义
初级 · 课程 · 1-4 周