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。

Board Infinity
您将获得的技能: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality
初级 · 课程 · 1-4 周

您将获得的技能: Budgeting, Cost Management, Operating Budget, Financial Management, Accounting and Finance Software, Financial Forecasting, Financial Acumen, Cash Flow Forecasting, Revenue Forecasting, Variance Analysis, Profit and Loss (P&L) Management, Consolidation, Financial Analysis, Expense Management, Business Acumen, Strategic Decision-Making, Data-Driven Decision-Making, Trend Analysis, Key Performance Indicators (KPIs)
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

DeepLearning.AI
您将获得的技能: 模型评估, 数据分析, 逻辑回归, 数据预处理, 机器学习, 概率与统计, 深度学习, 随机森林算法, 预测建模, 统计分析, 决策树学习, 风险模型, 应用机器学习, 预测, 功能工程
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Generative AI, Sustainable Design
获得学位
学位 · 1-4 年

Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Large Language Modeling, Natural Language Processing, Embeddings, AI Personalization, Network Model, Network Architecture, Linear Algebra
中级 · 专项课程 · 3-6 个月

University of Toronto
您将获得的技能: 数据操作, 数据建模, 定量研究, 数据叙事, 空间数据分析, 地理空间制图, 地理信息系统软件, 设计元素和原则, ArcGIS, 地理信息系统, 数据映射, 排版, 数据 Compiler, 元数据管理, 数据可视化, 地理空间信息与技术, 图像分析, Query 语言, 全球定位系统, 空间分析
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: 商务写作, 定量研究, 研究方法, 商业研究, 征求建议书, 创建调查, 市场调查, 抽样(统计), 定性研究, 客户服务, 撰写建议书, 市场分析, 专业网络, 数据收集
中级 · 课程 · 1-4 周

University of Geneva
您将获得的技能: 概率分布, 风险管理, 市场动态, 股票, 投资组合管理, 投资组合风险, 投资管理, 投资, 衍生产品, 相关性分析, 金融, 风险分析, 财富管理, 资产管理, 风险模型, 金融市场, 商业风险管理
混合 · 课程 · 1-4 周

您将获得的技能: Architectural Drawing, AutoCAD, Architectural Design, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Conceptual Design, Construction Estimating, Functional Design, Spatial Analysis, Technical Documentation, Requirements Analysis, Cost Estimation
初级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月