因果推论课程可以帮助您学习统计技术、实验设计和观察研究方法。您可以掌握识别因果关系、分析 Data Set 和解释结果的技能,为决策提供依据。许多课程都会介绍 R、Python 等工具以及进行因果分析的专项软件,使您能够在公共卫生、经济学和社会科学等现实世界中应用这些技能。
Stanford University
您将获得的技能: 决策智能, 贝叶斯统计, 统计建模, 网络模型, 马尔可夫模型, 概率分布, 图论, 贝叶斯网络, 概率与统计, 依赖性分析, 网络分析, 决策支持系统
高级设置 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Analytics, Statistics, Data Literacy, Risk Modeling, Excel Formulas, Sampling (Statistics), Microsoft Excel, Sample Size Determination, Data Analysis, Statistical Methods, Risk Management, Probability, Descriptive Analytics, Statistical Analysis, Probability & Statistics, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, LLM Application, CI/CD, Tensorflow
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Generative AI, Large Language Modeling, Generative Model Architectures, Fine-tuning, LLM Application, Token Optimization, Hugging Face, Model Optimization, Model Training, Model Evaluation, Machine Learning, Data Science
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据收集, 数据分析, 团队管理, 数据展示, 统计建模, 统计报告, 演讲, 交流, 探索性数据分析, 人员管理, 团队领导, 分析技能, 统计推理, 统计方法
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Model Evaluation, Fine-tuning, Model Optimization, Hugging Face, Model Deployment, Model Training, Transfer Learning, Natural Language Processing, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Generative Model Architectures, Application Deployment, Data Preprocessing, Data Pipelines, Embeddings, Version Control, Git (Version Control System)
高级设置 · 课程 · 1-4 周

您将获得的技能: OAuth, Authentications, API Design, Enterprise Security, Software Documentation, Application Programming Interface (API), Middleware, API Testing, Restful API, Model Deployment, Security Controls, Data Processing, Software Versioning
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Model Deployment, Application Deployment, Model Optimization, Cloud Deployment, Fine-tuning, Containerization, Large Language Modeling, Docker (Software), Model Evaluation, API Design, Performance Tuning, Scalability, Memory Management
高级设置 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Root Cause Analysis, Data Collection, Complex Problem Solving, Analysis, Data Synthesis, Data-Driven Decision-Making, Analytical Skills, Critical Thinking, Interactive Learning, Decision Making, Data Visualization, Ideation
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据科学, 数据分析, 机器学习, 数据扫盲, Data Management, 数据战略, 项目设计, 软件工程, 性能指标, 统计推理, 数据管理, 数据驱动决策
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Applied Machine Learning
中级 · 课程 · 1-4 周