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 California San Diego
您将获得的技能: Python 程序设计, 概率与统计, 运筹学, 计算机科学, 网络模型, 理论计算机科学, 数据结构, 计算逻辑, 大数据, 编程原则, 计算思维, 线性代数, 网络分析, Networking 路由器, 图论, Algorithm
高级设置 · 课程 · 1-3 个月

UNSW Sydney (The University of New South Wales)
您将获得的技能: 计算机视觉, 概率与统计, 降维, 深度学习, 卷积神经网络, 机器学习, 人工神经网络, 功能工程, 无监督学习, 分类算法, 监督学习, Machine Learning 方法, 图像分析, 地理空间信息与技术, 空间分析
中级 · 课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, NumPy, Data Manipulation, Programming Principles, Python Programming, Regression Analysis
初级 · 课程 · 1-3 个月

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

National Taiwan University
您将获得的技能: Probability, Probability Distribution, Probability & Statistics, Statistics, Data Literacy
初级 · 课程 · 1-3 个月

Niel Asher Education
您将获得的技能: Sports Medicine, Physical Therapy, Respiratory Therapy, Exercise Therapy, Biology, Mindfulness, Orthopedics, Athletic Training, Manual Therapy, Neurology, Medical Terminology, Self-Awareness, Spatial Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Web Analytics, Web Analytics and SEO, Marketing Analytics, Analytics, Technical Documentation, Technical Communication, Performance Metric, Data Analysis, Data-Driven Decision-Making, Team Oriented, Data Presentation, Workflow Management
初级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Apache Spark, Applied Machine Learning, PySpark, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scikit Learn (Machine Learning Library), Feature Engineering, Application Deployment, Model Evaluation, Real Time Data, Exploratory Data Analysis, Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Statistical Modeling, Data Validation, Media Planning, Variance Analysis, Regression Analysis, Predictive Analytics, Predictive Modeling, Web Analytics, Forecasting, Trend Analysis, Marketing Analytics, Time Series Analysis and Forecasting, Marketing Budgets, Analytics, Data-Driven Decision-Making, Data Quality, Advertising Campaigns
初级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: 沟通, 创造力, 沉着, 商务写作, 演讲, 推动参与, 适应, 语言交流技能, 叙事, 公开演讲, 说服沟通, 非语言交流
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月