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。

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Sales Strategy, Web Analytics, Search Engine Optimization, Copywriting, Customer Insights, Keyword Research, Revenue Management
初级 · 课程 · 1-4 周

New York Institute of Finance
您将获得的技能: 概率分布, 风险管理, 投资组合管理, 投资组合风险, 监管要求, 投资管理, Operator 风险, 资本市场, 金融监管, 金融市场, 企业风险管理(ERM), 风险分析, 商业风险管理, 信用风险, 风险模型
初级 · 课程 · 1-3 个月

您将获得的技能: Content Management Systems, Web Analytics, Search Engine Optimization, Web Design, Retail Management, Order Management, E-Commerce, Marketing Strategies, Blogs, Customer Relationship Management (CRM) Software, Content Creation, Dashboard, Email Marketing
初级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 机器学习, 概率分布, 强化学习, 人工智能和机器学习(AI/ML), 模拟, 抽样(统计), 机器学习算法, Algorithm
中级 · 课程 · 1-3 个月

您将获得的技能: Patient Communication, Nursing Basics, Care Coordination, Communication, Patient Advocacy, Basic Patient Care, Teamwork, Patient Safety, Healthcare Industry Knowledge, Planning, Trend Analysis
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 模型评估, 嵌入, 自然语言处理, PyTorch(机器学习库), 迁移学习, 应用机器学习, Keras(神经网络库), 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 微积分, 定量研究, 数据分析, 数据科学, 统计建模, 回归分析, 概率与统计, 线性代数, 统计分析, 数据伦理, 研究设计, 统计假设检验
攻读学位
中级 · 课程 · 1-4 周

École Polytechnique
您将获得的技能: Probability, Probability Distribution, Probability & Statistics, Simulations, Interactive Data Visualization, Statistics, Mathematical Theory & Analysis, Mathematical Modeling, Applied Mathematics
混合 · 课程 · 1-3 个月

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

您将获得的技能: Financial Statement Analysis, Budget Management, Budgeting, Banking, Financial Data, Revenue Forecasting, Financial Forecasting, Financial Management, Trend Analysis, Financial Analysis, Business Acumen, Cost Management, Operating Budget, Corporate Finance, Accounting and Finance Software, Financial Modeling, Commercial Lending, Performance Analysis, Financial Statements, Business
初级 · 专项课程 · 1-3 个月