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。

您将获得的技能: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Development, Cloud Computing, AI Orchestration, Applied Machine Learning, Cloud Deployment, AI literacy, Cloud Security, AWS Identity and Access Management (IAM), Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Deep Learning, Data Preprocessing, Data Wrangling, Data Processing, AI Personalization, Machine Learning Methods, Model Training, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Neural Networks, Embeddings
中级 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Statistical Hypothesis Testing, Test Planning, Statistical Methods, Statistical Analysis, Financial Analysis, Financial Data, Financial Acumen, Statistical Inference, Portfolio Risk, Risk Analysis, Performance Metric, Spreadsheet Software, Decision Making, Project Documentation
混合 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Generative Model Architectures, Model Deployment, Azure DevOps Pipelines, Large Language Modeling, Model Training, Cloud Deployment, CI/CD, Fine-tuning
高级设置 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Continuous Integration, Artificial Intelligence and Machine Learning (AI/ML), Service Level Agreement, Performance Stress Testing, Performance Measurement, Performance Analysis
中级 · 课程 · 1-4 周

您将获得的技能: SPSS (Software), SPSS, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization, Descriptive Statistics, Advanced Analytics, Statistical Visualization, Data Analysis, Regression Analysis, Descriptive Analytics, Statistical Analysis, Statistical Reporting, Statistical Software, Data-Driven Decision-Making, Exploratory Data Analysis, Data Analysis Software, Statistical Methods, Statistical Inference, Probability & Statistics
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Data Literacy, Histogram, Data Presentation, Microsoft Excel, Sampling (Statistics), Statistics, Excel Formulas, Business Analytics, Statistical Methods, Exploratory Data Analysis, Data Synthesis, Statistical Reporting, Descriptive Statistics, Statistical Analysis, Data Analysis, Statistical Inference, Probability & Statistics, Data Analysis Software, Graphing, Influencing
初级 · 课程 · 1-3 个月
您将获得的技能: Mobile Security, AI Security, Exploitation techniques, Threat Detection, Security Controls, Intrusion Detection and Prevention, Threat Modeling, Hardening, AI literacy, Malware Protection, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Prompt Engineering, Human Factors (Security), Incident Response, Information Privacy
中级 · 课程 · 1-4 周

Pragmatic AI Labs
您将获得的技能: Fine-tuning, Hugging Face, Model Training, Large Language Modeling, Transfer Learning, Rust (Programming Language), Data Validation, Model Optimization, Model Deployment, Generative AI, Verification And Validation, System Requirements, Model Evaluation, Generative Model Architectures, Hardware Architecture, Data Quality, Data Compilation
高级设置 · 课程 · 1-4 周

您将获得的技能: Generative Model Architectures, AI Product Strategy, AI Integrations, Risking, Decision Intelligence
初级 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Deployment, AI Workflows, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Version Control
中级 · 课程 · 1-4 周

您将获得的技能: Solution Architecture, Systems Design, Architectural Drawing, Software Design, Artificial Intelligence and Machine Learning (AI/ML), Design Specifications, Dataflow, Data Store, Functional Specification, Diagram Design, Data Pipelines
中级 · 课程 · 1-4 周