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  • Causal Inference

因果推理课程

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。


热门因果推理课程和认证


  • C

    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    您将获得的技能: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Amazon CloudWatch, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Optimize AI: Build Reusable Model Pipelines

    您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    中级 · 课程 · 1-4 周

  • P

    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    您将获得的技能: Model Evaluation, Deep Learning, Data Preprocessing, Data Manipulation, Applied Machine Learning, Model Deployment, Artificial Neural Networks, Embeddings, Matplotlib

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Secure AI Systems Across Lifecycle Stages

    您将获得的技能: AI Security, Threat Modeling, MITRE ATT&CK Framework, Security Controls, Responsible AI, MLOps (Machine Learning Operations), Secure Coding, Security Testing, Cybersecurity, Model Deployment, Data Security, Threat Detection, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Assessments, Application Lifecycle Management

    中级 · 课程 · 1-4 周

  • P

    Pearson

    Data Science Fundamentals, Part 2

    您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Model Evaluation, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Probability & Statistics, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming

    初级 · 专项课程 · 1-4 周

  • R

    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    初级 · 课程 · 1-4 周

  • U

    University of Illinois Urbana-Champaign

    Untersuchen und Erstellen von Daten für Unternehmen

    您将获得的技能: Data Literacy, Data Presentation, Microsoft Excel, Sampling (Statistics), Statistics, Descriptive Statistics, Statistical Analysis, Data Analysis, Statistical Inference, Probability & Statistics, Probability Distribution, Influencing

    初级 · 课程 · 1-3 个月

  • A

    Arm

    Optimizing Generative AI on Arm Processors

    您将获得的技能: Generative AI, Model Deployment, Large Language Modeling, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Cloud Deployment, Performance Tuning, Hardware Architecture, Deep Learning, Embedded Systems, Computer Hardware, Scalability

    中级 · 课程 · 1-4 周

  • C

    Coursera

    AI for Brand Visibility

    您将获得的技能: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Advertising Campaigns, Branding, Search Engine Optimization, Marketing Analytics, AI Workflows, Large Language Modeling

    初级 · 课程 · 1-4 周

  • G

    Google Cloud

    AI Infrastructure: Deployment Types

    您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Kubernetes, Cloud Deployment, Infrastructure As A Service (IaaS), Model Deployment, Application Deployment, Network Performance Management, Cloud Engineering, AI Orchestration, Containerization, Performance Tuning, Network Planning And Design, Distributed Computing, System Configuration

    中级 · 课程 · 1-3 个月

  • U

    University of Maryland, College Park

    Agile, Healthy, and Attractive Organizations

    您将获得的技能: Business Transformation, Leadership, Organizational Change, Innovation, Adaptability, Organizational Structure, Business Technologies, Digital Transformation, Organizational Strategy, AI Enablement, Operational Efficiency, Business Economics, Change Management, Communication Strategies, Agile Methodology, Decision Making

    初级 · 课程 · 1-3 个月

  • C

    Coursera

    Fine-Tune & Optimize Generative AI Models

    您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis

    中级 · 课程 · 1-4 周

1…272829…31

总之,以下是 10 最受欢迎的 causal inference 课程

  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Secure AI Systems Across Lifecycle Stages: Coursera
  • Data Science Fundamentals, Part 2: Pearson
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Untersuchen und Erstellen von Daten für Unternehmen: University of Illinois Urbana-Champaign
  • Optimizing Generative AI on Arm Processors: Arm
  • AI for Brand Visibility: Coursera
  • AI Infrastructure: Deployment Types: Google Cloud

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