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 Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Dashboard, Data Visualization Software, Tableau Software, Data Visualization, Interactive Data Visualization, Data Storytelling, Data Presentation, Data Analysis, Geospatial Mapping, Histogram, Advanced Analytics, Spatial Analysis, Scatter Plots, Data Science, Data Manipulation, Data Import/Export, Business Analytics, Marketing Analytics, Analytics, Forecasting
初级 · 专项课程 · 1-3 个月
University of Michigan
您将获得的技能: Exploratory Data Analysis, Rmarkdown, R (Software), Tidyverse (R Package), Statistical Visualization, Data Visualization, Data Visualization Software, R Programming, Ggplot2, Data Wrangling, Scatter Plots, Data Manipulation, Histogram, Scripting, Package and Software Management, Data Import/Export
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 创新, 探索性数据分析, Algorithm, 分类算法, 非结构化数据, 数据展示, 数据可视化软件, 分析, 大数据, 数据整合, 模型评估, 自然语言处理, 数据挖掘, 数据分析, 技术写作, 功能工程, 文本挖掘
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 探索性数据分析, 数据管道, 数据预处理, 大数据, 数据分析, 模型评估, 分析技能, 技术交流, 数据挖掘, 技术写作, 应用机器学习, 构思
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 收益表, 财务分析, 商业估值, 趋势分析, 资产负债表, 分析, 财务预测, 财务报告, 会计, 现金流量, 证券(金融), 金融报表, 批判性思维, 财务报表分析
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Predictive Modeling, Semantic Web, JSON, Statistical Methods, Data Manipulation
攻读学位
初级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Text Mining, Data Manipulation, Statistical Analysis, Data Preprocessing, Data Structures, Data Cleansing, Python Programming
混合 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Customer Analysis, Data Integration, Interactive Data Visualization, Dashboard, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Presentations, Analytics, Technical Communication, Data Visualization Software, Data Import/Export
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
初级 · 课程 · 1-3 个月