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。

Coursera
您将获得的技能: Marketing Analytics, Web Analytics, Google Gemini, Marketing Strategies, AI Enablement, Data Storytelling, Data Analysis, User Flows, ChatGPT, Digital Media Strategy, Analytics, Data-Driven Decision-Making, Customer Analysis, Process Analysis, Performance Metric
初级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Content Performance Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Key Performance Indicators (KPIs), Performance Metric, Customer Insights, AI Personalization, Performance Analysis
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Gemini, AI Enablement, Data Pipelines, Exploratory Data Analysis, Google Cloud Platform, Data Preprocessing, Data Transformation, Data Analysis, Generative AI, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Gemini, Data Preprocessing, Exploratory Data Analysis, Big Data, Google Cloud Platform, Interactive Data Visualization, Data Pipelines, Generative AI, Debugging, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Benchmarking, Sales Training, Sales, Competitive Intelligence, Sales Enablement, Marketing Automation, Trend Analysis, Sales Strategy, Sales Management, Lead Generation, Customer Relationship Management (CRM) Software, Automation, Social Media Management, Digital Advertising, Global Marketing, Social Media, Business Process Automation, AI Personalization, Campaign Management, Compliance Management
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment, Exploratory Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Data Analysis, Data Preprocessing, Artificial Intelligence, Exploratory Data Analysis, Model Evaluation, Machine Learning, Technical Documentation, Data Validation
中级 · 课程 · 1-4 周

您将获得的技能: Scalability, Time Series Analysis and Forecasting, File I/O, Predictive Modeling, Programming Principles, Data Import/Export, Matlab, Exploratory Data Analysis, Scripting, Data Preprocessing, Statistical Analysis, Data Analysis, Data Processing, Data Manipulation, Applied Machine Learning
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Gemini, Exploratory Data Analysis, Data Processing, Data Manipulation, Data Cleansing, Big Data, Google Cloud Platform, Generative AI Agents, Debugging, SQL
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Supervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Data Ethics, Machine Learning, Regression Analysis, Probability & Statistics, Responsible AI, Image Analysis, Machine Learning Methods, Natural Language Processing, Computer Vision, Embedded Systems, Applied Machine Learning, Linear Algebra, Data Preprocessing, Bayesian Statistics, Statistics, Law, Regulation, and Compliance
提供的学分
MasterTrack · 6-12 个月

您将获得的技能: Image Analysis, Computer Vision, Model Evaluation, Analysis, Debugging, Failure Mode And Effects Analysis, Exploratory Data Analysis, Root Cause Analysis, Data Visualization, Quality Assurance, Statistical Reporting
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Gemini, Exploratory Data Analysis, Data Processing, Data Manipulation, Data Cleansing, Data Transformation, Google Cloud Platform, Interactive Data Visualization, Generative AI, SQL
初级 · 课程 · 1-4 周