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    • Causal Inference

    Causal Inference Courses Online

    Explore causal inference methods for determining cause-and-effect relationships. Learn to apply statistical techniques to identify causality in data.

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    Explore the Causal Inference Course Catalog

    • Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Model Diagnostics and Remedial Measures

      Skills you'll gain: Regression Analysis, Feature Engineering, Correlation Analysis, Statistical Methods, Mathematical Modeling, Data Transformation, Statistical Modeling, Statistical Analysis, Exploratory Data Analysis, R Programming, Statistical Inference, Statistical Hypothesis Testing

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      D

      Duke University

      End to End LLMs with Azure

      Skills you'll gain: Microsoft Azure, OpenAI, Application Deployment, Large Language Modeling, Cloud Applications, Software Architecture, CI/CD, Application Development, Python Programming, Cloud Computing Architecture, Application Programming Interface (API), GitHub, Automation, Scalability

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Machine Learning Essentials

      Skills you'll gain: Statistical Machine Learning, Python Programming, Supervised Learning, Machine Learning Methods, Machine Learning, Regression Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Statistical Inference, Predictive Modeling, Probability & Statistics

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Efficiently Serving LLMs

      Skills you'll gain: Large Language Modeling, OpenAI, Performance Tuning, Generative AI, Scalability

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Intermediate · Project · Less Than 2 Hours

    • Status: Preview
      Preview
      U

      University of Michigan

      Muestreo de personas, redes y registros

      Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Statistical Inference, Statistical Software, Network Analysis

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Quantization in Depth

      Skills you'll gain: Dimensionality Reduction, PyTorch (Machine Learning Library), Performance Tuning, Scalability, Applied Machine Learning

      Intermediate · Project · Less Than 2 Hours

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Edureka

      Mastering AI: Neural Nets, Vision System, Speech Recognition

      Skills you'll gain: Supervised Learning, Deep Learning, Data Visualization, Machine Learning Algorithms, AI Personalization, Statistical Hypothesis Testing, Data Visualization Software, Computer Vision, Applied Machine Learning, Data Manipulation, Regression Analysis, Machine Learning, Image Analysis, Pandas (Python Package), Data Mining, Statistics, Artificial Neural Networks, Natural Language Processing, Artificial Intelligence, Statistical Inference

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Carbon Aware Computing for GenAI Developers

      Skills you'll gain: Real Time Data, Google Cloud Platform, Generative AI, Cloud Computing, Applied Machine Learning, Machine Learning, Cloud Computing Architecture, Large Language Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      8 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Hacking COVID-19 — Course 3: Unraveling COVID-19's Origins

      Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Computational Thinking, Epidemiology, Medical Science and Research, Infectious Diseases, Science and Research

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution

      Skills you'll gain: Bioinformatics, Infectious Diseases, Network Analysis, Molecular Biology, Taxonomy, Biology, Statistical Inference

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Acquisition, Risk, and Estimation

      Skills you'll gain: Sampling (Statistics), Estimation, Data Analysis Software, Statistical Software, Statistical Analysis, Sample Size Determination, Return On Investment, Data Collection, Statistics, Probability & Statistics, Risk Analysis, R Programming, Statistical Hypothesis Testing, Data Analysis, Statistical Inference, Probability, Business Analysis

      Intermediate · Course · 1 - 3 Months

    • D

      Duke University

      Local LLMs with llamafile

      Skills you'll gain: System Monitoring, Large Language Modeling, Application Deployment, Generative AI, Cross Platform Development, Command-Line Interface, Open Source Technology, Machine Learning

      Beginner · Guided Project · Less Than 2 Hours

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    1…212223…24

    In summary, here are 10 of our most popular causal inference courses

    • Model Diagnostics and Remedial Measures: Illinois Tech
    • End to End LLMs with Azure: Duke University
    • Machine Learning Essentials: University of Pennsylvania
    • Efficiently Serving LLMs: DeepLearning.AI
    • Muestreo de personas, redes y registros: University of Michigan
    • Quantization in Depth: DeepLearning.AI
    • Mastering AI: Neural Nets, Vision System, Speech Recognition: Edureka
    • Carbon Aware Computing for GenAI Developers: DeepLearning.AI
    • Hacking COVID-19 — Course 3: Unraveling COVID-19's Origins: University of California San Diego
    • Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution: University of California San Diego

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