Bayesian Statistics

贝叶斯统计是一种利用 Probability 解释统计数据的理论框架。Coursera 的贝叶斯统计目录教您如何将贝叶斯思维的核心原则应用于现实世界的统计问题。您将学习贝叶斯推断和建模、概率分布以及不确定情况下的决策过程。此外,您还将获得计算技术和概率编程语言方面的技能。这些知识可用于数据分析、Machine Learning 和 Artificial Intelligence 等多个领域,加强您根据数据做出明智决策的能力。
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3个在线学位
45门课程

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探索贝叶斯统计课程目录

  • 您将获得的技能: Data Ethics, Statistical Hypothesis Testing, Statistical Machine Learning, Regression Analysis, Exploratory Data Analysis, R (Software), Bayesian Statistics, Statistical Methods, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Planning, Data Visualization, Data Manipulation, Data Analysis, Statistical Inference, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)

  • 状态:免费试用

    University of Colorado Boulder

    您将获得的技能: 可扩展性, 分类与回归树 (CART), 高级分析, 预测建模, 机器学习算法, Algorithm, 网络分析, 监督学习, 无监督学习, 探索性数据分析, 人工神经网络, 贝叶斯统计, 异常检测, 数据挖掘, 统计分析, 大数据, 数据分析, Machine Learning 方法

  • 状态:免费试用

    您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Regression Analysis, Applied Machine Learning, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Artificial Neural Networks

  • 状态:免费试用

    University of Washington

    您将获得的技能: 机器学习算法, 可扩展性, 统计推理, 统计建模, Algorithm, 文本挖掘, 贝叶斯统计, 统计机器学习, 概率分布, 抽样(统计), 非结构化数据, 应用机器学习, 数据挖掘, 大数据, 无监督学习, 机器学习

  • 状态:免费试用

    您将获得的技能: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis

  • 状态:预览

    Sungkyunkwan University

    您将获得的技能: Machine Learning Algorithms, Decision Tree Learning, Classification And Regression Tree (CART), Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Linear Algebra, Bayesian Statistics, Probability

  • 状态:免费试用

    您将获得的技能: 统计方法, 预测建模, 相关性分析, 统计推理, 回归分析, 统计建模, 数据可视化软件, Python 程序设计, Jupyter, 统计编程, 统计软件, 探索性数据分析, 概率分布, 贝叶斯统计

  • 状态:免费试用

    您将获得的技能: Bioinformatics, Image Analysis, Bayesian Statistics, Data Science, Data-Driven Decision-Making, Analytics, Machine Learning Methods, Statistical Hypothesis Testing, Biomedical Engineering, A/B Testing, Computer Vision, Algorithms, Statistical Inference, Magnetic Resonance Imaging, Program Development, Probability Distribution, Medical Imaging

  • 状态:免费试用

    您将获得的技能: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, Data Science, Statistical Methods, Anomaly Detection, Probability Distribution, Machine Learning Methods, Estimation, Statistical Analysis, Sampling (Statistics)

  • 状态:免费试用

    您将获得的技能: 统计方法, 统计推理, NumPy, Python 程序设计, 统计假设检验, 贝叶斯统计, Matplotlib, Jupyter, 统计分析, 概率与统计, 抽样(统计)

  • Pontificia Universidad Católica de Chile

    您将获得的技能: Revenue Management, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Biostatistics, Statistical Reporting, Social Determinants Of Health, Gerontology, Data Visualization, Risk Analysis, Bayesian Statistics, Digital Transformation, Unsupervised Learning, Assertiveness

  • 状态:预览

    您将获得的技能: Exploratory Data Analysis, Sampling (Statistics), Probability Distribution, R (Software), R Programming, Probability & Statistics, Bayesian Statistics, Data Analysis, Probability, Statistics, Statistical Analysis, Statistical Inference

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