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。
20凭据
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

  • 状态:免费试用

    您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Feature Engineering, Statistical Analysis, Data Analysis, Statistical Methods, Regression Analysis, Data Transformation, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Bayesian Statistics, Automation, Anomaly Detection, Data Processing, Dimensionality Reduction

  • 状态:预览

    您将获得的技能: Statistical Methods, Probability, Data Science, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Modeling, Bayesian Statistics, Statistical Inference, Sampling (Statistics), R Programming, Statistical Visualization

  • 状态:免费试用

    您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Regression Analysis, Classification And Regression Tree (CART), Machine Learning Algorithms, Machine Learning, Predictive Modeling, Random Forest Algorithm, Bayesian Statistics

  • 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

    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

    您将获得的技能: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis

  • 状态:预览

    您将获得的技能: 贝叶斯统计, 经济学, 社交网络分析, 统计建模, 网络分析, 社会学, 概率, 社会经济学, 数学建模, 博弈论, 马尔可夫模型

  • 状态:新
    状态:预览

    您将获得的技能: Algorithms, Bayesian Statistics, Theoretical Computer Science, Pseudocode, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Probability, Probability & Statistics

  • 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

  • 您将获得的技能: Supervised Learning, Unsupervised Learning, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Machine Learning, Responsible AI, Regression Analysis, Data Ethics, Probability & Statistics, Image Analysis, Computer Vision, Embedded Systems, Natural Language Processing, Linear Algebra, Machine Learning Algorithms, Statistical Methods, Predictive Modeling, Bayesian Statistics, Scikit Learn (Machine Learning Library)

  • 状态:免费试用

    您将获得的技能: 贝叶斯统计, 机器学习, 生成模型架构, 人工神经网络, 降维, 概率与统计, 图像分析, 无监督学习, 张力流, 深度学习

  • 状态:免费试用

    University of California San Diego

    您将获得的技能: 贝叶斯统计, 模拟, 组合学, Algorithm, 算术, Python 程序设计, 统计, 数学建模, 概率分布, 概率

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