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。
CertNexus
您将获得的技能: 机器学习, 数据分析, 数据清理, 数据收集, 机器学习算法, 描述性统计, 数据预处理, 模型评估, AI 工作流程, 应用机器学习, 预测建模, 流程管理, 功能工程, 统计分析, 模型部署, 人工智能和机器学习(AI/ML)
中级 · 课程 · 1-3 个月

您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
中级 · 课程 · 1-4 周

28DIGITAL
您将获得的技能: 空间数据分析, Algorithm, 理论计算机科学, 图论, 计算机图形学, 计算思维, 几何学, 数据结构, 地理信息系统, 空间分析
中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Pay Per Click Advertising, Digital Marketing, Web Analytics, Email Marketing, Paid media, Digital Advertising, Google Ads, Social Media Campaigns, Marketing Strategies, Online Advertising, Social Media Marketing, Google Analytics, Web Analytics and SEO, Web Design and Development, Marketing, Marketing Analytics, Search Engine Optimization, Social Media, Campaign Management, Search Engine Marketing
攻读学位
高级设置 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
攻读学位
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Google Analytics, Ad Hoc Reporting, Management Reporting, Performance Reporting, Web Analytics, Marketing, Web Development
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 机器学习, 探索性数据分析, 微软 Azure, 数据处理, 数据转换, MLOps(机器学习 Operator), 数据库, 大数据, 回归分析, 模型评估, 机器学习软件, PySpark, Apache Spark, 分布式计算, 深度学习, 模型部署
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Market Research, Analytical Skills, Data Collection, Data-Driven Decision-Making, Market Analysis, Market Dynamics, Marketing, Business Research, Quantitative Research, Data Analysis, Customer Insights, Marketing Strategies, Market Trend, Consumer Behaviour, Focus Group, Trend Analysis, Competitive Analysis, Strategic Decision-Making
中级 · 课程 · 1-3 个月

您将获得的技能: Statistical Visualization, Data Visualization Software, Data Visualization, Scatter Plots, Plot (Graphics), Box Plots, Exploratory Data Analysis, Histogram, Descriptive Statistics, Heat Maps, Graphing
中级 · 课程 · 1-3 个月

ESSEC Business School
您将获得的技能: 探索性数据分析, 同行评审, 数据分析, 数据驱动的决策制定, 数据整合, 数据叙事, 解决复杂问题, 数据可视化, 价值主张, 分析技能, 演讲
混合 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistics, Data Analysis, Regression Analysis, Research Design, Research, Psychology
初级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Strategic Thinking, Strategic Decision-Making, Systems Thinking, Strategic Planning, Business Strategy, Complex Problem Solving, Decision Making, Contingency Planning, Analysis, Trend Analysis, Case Studies, Strategic Prioritization, Competitive Analysis, Data-Driven Decision-Making, Market Intelligence, Performance Analysis
混合 · 课程 · 1-3 个月