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。

Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning Methods, Machine Learning, Natural Language Processing, Applied Machine Learning, Linear Algebra, Semantic Web, Classification And Regression Tree (CART), Machine Learning Algorithms, Statistical Machine Learning, Statistical Methods, Predictive Modeling, Bayesian Statistics, Scientific Visualization
提供的学分
MasterTrack · 6-12 个月

Illinois Institute of Technology
您将获得的技能: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Application, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Machine Learning Algorithms, SQL, Big Data, Apache Hadoop, Deep Learning, Bayesian Statistics, Statistical Inference, Technical Communication, Data Validation
获得学位
学位 · 1-4 年
O.P. Jindal Global University
您将获得的技能: Data Storytelling, Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Environmental Social And Corporate Governance (ESG), Sampling (Statistics), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Financial Accounting, Predictive Analytics, Big Data, Marketing, Pivot Tables And Charts, Business Economics
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Google Gemini, Exploratory Data Analysis, Data Processing, Data Manipulation, Data Analysis Expressions (DAX), Big Data, Google Cloud Platform, Generative AI, Debugging, SQL
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Data Pipelines, Exploratory Data Analysis, Google Cloud Platform, Data Transformation, Data Analysis, Generative AI, Prompt Engineering, SQL, Natural Language Processing
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Computing Platforms, Machine Learning, Development Environment, Exploratory Data Analysis
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Exploratory Data Analysis, Prompt Engineering, Generative AI, Data Visualization Software, Google Cloud Platform, Data Cleansing, Data Processing, Data Transformation, Debugging
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL
初级 · 课程 · 1-4 周
University of Illinois at Urbana-Champaign
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Epidemiology, Public Health and Disease Prevention, Descriptive Analytics, Sampling (Statistics), Health Equity, Occupational Health, Biostatistics, Social Determinants Of Health, Gerontology, Cloud Security, Health Policy, Health Informatics, Healthcare Ethics, Assertiveness, Data Mining, Governance, Digital Transformation, Public Health, Object Oriented Programming (OOP), Analytical Skills
获得学位
学位 · 1-4 年

IIT Roorkee
您将获得的技能: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, MLOps (Machine Learning Operations), Statistical Inference, Machine Learning Methods, Machine Learning Algorithms
初级 · 课程 · 1-4 周