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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

    • G

      Google Cloud

      Transformer Models and BERT Model

      Skills you'll gain: Natural Language Processing, Large Language Modeling, Artificial Neural Networks, Deep Learning, Unstructured Data

      4.1
      Rating, 4.1 out of 5 stars
      ·
      119 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Campus BBVA

      Business Analytics

      Skills you'll gain: Data Storytelling, Descriptive Statistics, Business Analytics, Data Analysis, Data Quality, Probability & Statistics, Statistical Methods, Analytics, Data Visualization, Statistical Inference, Statistical Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Big Data, Data Integrity, Trend Analysis, Project Management Life Cycle

      4.5
      Rating, 4.5 out of 5 stars
      ·
      183 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Advance Fine-Tuning for LLMs

      Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Performance Tuning, Reinforcement Learning, Process Optimization, Natural Language Processing

      4.3
      Rating, 4.3 out of 5 stars
      ·
      86 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      IBM

      Specialized Models: Time Series and Survival Analysis

      Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Advanced Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Deep Learning, Regression Analysis, Unsupervised Learning, Data Analysis, Pandas (Python Package), Dimensionality Reduction

      4.5
      Rating, 4.5 out of 5 stars
      ·
      135 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Science Methods for Quality Improvement

      Skills you'll gain: Process Capability, Correlation Analysis, Sample Size Determination, Statistical Visualization, Statistical Analysis, Data Analysis, Statistical Process Controls, Sampling (Statistics), Data Visualization, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Probability Distribution, Data Presentation, Data Science, Analysis, Quality Control, Performance Measurement, Quality Improvement, Process Engineering

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      52 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Data Analysis in R: Predictive Analysis with Regression

      Skills you'll gain: Predictive Analytics, Data-Driven Decision-Making, Ggplot2, Regression Analysis, Data Visualization, Data Analysis, R Programming, Statistical Modeling, Exploratory Data Analysis, Descriptive Statistics, Statistical Analysis

      4.2
      Rating, 4.2 out of 5 stars
      ·
      13 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of London

      Statistics for International Business

      Skills you'll gain: Sampling (Statistics), Statistics, Descriptive Statistics, Probability Distribution, Data Presentation, Statistical Methods, Estimation, Statistical Hypothesis Testing, Probability, Data Visualization, Statistical Analysis, Statistical Inference, Plot (Graphics), Histogram, Graphing

      3.8
      Rating, 3.8 out of 5 stars
      ·
      310 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Tidyverse Skills for Data Science in R

      Skills you'll gain: Statistical Modeling, Data Visualization, Exploratory Data Analysis, Data Wrangling, Data Visualization Software, Tidyverse (R Package), Data Import/Export, Ggplot2, Data Manipulation, Statistical Inference, R Programming, Statistical Hypothesis Testing, Predictive Modeling, Data Science, Statistical Visualization, Web Scraping, Data Presentation, Data Transformation, Sampling (Statistics), Data Analysis Software

      4.5
      Rating, 4.5 out of 5 stars
      ·
      106 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Basic Inferential Statistics for Psychology

      Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Sample Size Determination, Quantitative Research, Sampling (Statistics), Statistics, Statistical Methods, Statistical Inference, Statistical Analysis, Statistical Software, Data Analysis, Descriptive Statistics, Regression Analysis, Psychology, Data Literacy, Research Design, Research

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Python for Data Analytics

      Skills you'll gain: Regression Analysis, Data Visualization, Pandas (Python Package), Statistical Inference, Data Manipulation, Matplotlib, Statistical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Data Visualization Software, Seaborn, Probability & Statistics, Data Structures, NumPy, Programming Principles, Descriptive Statistics, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Quantifying Relationships with Regression Models

      Skills you'll gain: Regression Analysis, Correlation Analysis, Probability & Statistics, Statistical Modeling, Data Literacy, Statistical Analysis, Mathematical Modeling, Predictive Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      22 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      T

      Tufts University

      Hypothesis Testing with Python and Excel

      Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, Statistical Inference, Business Analytics, Test Planning, Statistical Analysis, Statistics, Data Analysis, Probability & Statistics, Microsoft Excel, Sample Size Determination, Python Programming

      4.2
      Rating, 4.2 out of 5 stars
      ·
      24 reviews

      Intermediate · Course · 1 - 4 Weeks

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

    • Transformer Models and BERT Model: Google Cloud
    • Business Analytics: Campus BBVA
    • Generative AI Advance Fine-Tuning for LLMs : IBM
    • Specialized Models: Time Series and Survival Analysis: IBM
    • Data Science Methods for Quality Improvement: University of Colorado Boulder
    • Data Analysis in R: Predictive Analysis with Regression: Coursera Project Network
    • Statistics for International Business: University of London
    • Tidyverse Skills for Data Science in R: Johns Hopkins University
    • Basic Inferential Statistics for Psychology: American Psychological Association
    • Python for Data Analytics: DeepLearning.AI

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