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。

您将获得的技能: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Data Mining, Statistical Modeling, Risk Modeling, R Programming, Data Manipulation, Business Analytics, Data Analysis, Decision Tree Learning, Data Preprocessing, Data Cleansing, Probability & Statistics, Transaction Processing, Applied Machine Learning, Machine Learning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Visualization, Leaflet (Software), Interactive Data Visualization, Data Presentation, Spatial Data Analysis, Heat Maps, Data Visualization Software, GIS Software, Geographic Information Systems, Metadata Management, Spatial Analysis, Color Theory, Design, Query Languages, Technical Documentation, Data Validation, Geospatial Mapping, Apache Airflow, Extract, Transform, Load, Cloud Computing
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 概率与统计, 大数据, 数据科学, 伪代码, 理论计算机科学, Algorithm, 分析, 编程原则, Python 编程, 数据结构, 算法, 计算思维
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中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Feature Engineering, Exploratory Data Analysis, Predictive Analytics, Statistical Analysis, Data Analysis, Analytics, HR Tech, Trend Analysis, Correlation Analysis, Data-Driven Decision-Making, R Programming, Data Preprocessing, Data Cleansing
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 研究, 媒体与传播, 编辑, 词汇, 数字出版, 新闻学, 英语, 讲故事, 面试技巧, 道德标准与行为, 电子媒体, 语法, 趋势分析
混合 · 课程 · 1-3 个月

Universitat Autònoma de Barcelona
您将获得的技能: Persuasive Communication, Oral Expression, Storytelling, Data Presentation, Research, Graphic and Visual Design, Persona (User Experience), Statistics, Psychology
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习方法, 概率与统计, 嵌入, 马尔可夫模型, 统计建模, 数据预处理, 自然语言处理, 人工神经网络, Algorithm, 算法, 文本挖掘
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Strategic Thinking, Critical Thinking and Problem Solving, Strategic Decision-Making, Planning, Business Planning, Case Studies, Contingency Planning, Data-Driven Decision-Making, Forecasting, Business Strategies, Competitive Analysis, Analysis, Crisis Management, Trend Analysis, Critical Thinking, Dealing With Ambiguity, Analytical Skills, Risk Analysis, Decision Making, Data Analysis
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 可用性, 线框设计, 用户故事, 定性研究, 设计研究, 网络分析, 可用性测试, 用户研究, 抽样(统计), 创建调查, A/B 测试, 交互设计, 调查, 构思, 原型设计, 用户体验设计, 概念设计, 用户体验, 用户界面/用户体验研究, 以用户为中心的设计
初级 · 专项课程 · 3-6 个月

您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Data Validation, Spreadsheet Software, Data Manipulation, Data Analysis, Statistical Analysis, Data Visualization Software, Descriptive Statistics, Data Cleansing, Business Mathematics
中级 · 课程 · 3-6 个月

您将获得的技能: Google Analytics, Web Analytics, Marketing Analytics, Google Ads, Marketing Effectiveness, Web Analytics and SEO, Smart Goals, Content Performance Analysis, Digital Marketing, Customer Insights, Analytics, Goal Setting, Trend Analysis, Performance Analysis, Data Analysis, Performance Metric, Data-Driven Decision-Making
初级 · 课程 · 3-6 个月