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。


Johns Hopkins University
您将获得的技能: 数据叙事, 数据可视化软件, 探索性数据分析, 数据展示, 数据操作, 箱形图, Ggplot2, 绘图(图形), 动画, R 语言程序设计(中文版), 散点图, Tidyverse(R 软件包), 柱状图
混合 · 课程 · 1-3 个月

您将获得的技能: Correlation Analysis, Portfolio Risk, Portfolio Management, Investments, Financial Analysis, Financial Market
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 数据驱动的决策制定, Python 程序设计, 趋势分析, 电子商务, 探索性数据分析, 销售策略, Prompt Engineering, 产品知识, ChatGPT, 生成式人工智能, 数据分析, OpenAI 应用程序接口, OpenAI
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Visualization, Exploratory Data Analysis, Performance Tuning, Python Programming, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Corporate Finance Institute
您将获得的技能: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Manipulation, Data Visualization, Data Transformation, Pandas (Python Package), Box Plots, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: 趋势分析, 实时数据, 市场趋势, Prompt Engineering, ChatGPT, 计划发展, 生成式人工智能, 企业战略, 内容营销, 大型语言模型, LLM 申请, OpenAI 应用程序接口, 技术路线图, 人工神经网络, 人工智能和机器学习(AI/ML), 商业营销, 分析
初级 · 课程 · 1-4 周

您将获得的技能: Microsoft Copilot, Microsoft Excel, Data Cleansing, Data Visualization Software, Spreadsheet Software, Trend Analysis, Forecasting, Data Manipulation, Sales, Data Analysis, Artificial Intelligence
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, Data Analysis, R Programming, Data Visualization, R (Software), Model Evaluation
中级 · 指导项目 · 不超过 2 小时

University of Illinois Urbana-Champaign
您将获得的技能: Statistical Inference, Sampling (Statistics), Descriptive Statistics, Probability Distribution, Statistics, Statistical Analysis, Data Analysis, Probability & Statistics, Microsoft Excel, Statistical Visualization, Graphing, Influencing
初级 · 课程 · 1-3 个月

Banco Interamericano de Desarrollo
您将获得的技能: Data Ethics, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Policy Analysis, Data Quality, Surveys, Program Evaluation, Research, Statistical Analysis, Research Design
初级 · 课程 · 1-3 个月

The State University of New York
您将获得的技能: Law, Regulation, and Compliance, Data-Driven Decision-Making, Data Analysis, Regulation and Legal Compliance, Analytics, Trend Analysis, Data Management, Contract Management, Contract Negotiation, Negotiation, Relationship Building, Ethical Standards And Conduct, Operations Management
初级 · 课程 · 1-3 个月