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Explore the Causal Inference Course Catalog
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Probability Distribution, Data Storytelling, Data Visualization Software, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, Dashboard, Probability & Statistics, Data Science, Pandas (Python Package), Jupyter, Data Cleansing, Statistical Inference, Matplotlib, Data Manipulation, Python Programming, Machine Learning
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Statistical Analysis, Data Analysis, Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Statistical Inference, Probability Distribution, R Programming, Data Literacy, Statistical Visualization, Ggplot2, Probability, Histogram, Tidyverse (R Package)
- Status: Preview
University of Michigan
Skills you'll gain: Prompt Engineering, Large Language Modeling, Open Source Technology, Application Development, Generative AI, Python Programming, Applied Machine Learning, Natural Language Processing, Debugging
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Tidyverse (R Package), Statistical Inference, R Programming, Statistical Hypothesis Testing, Predictive Modeling, Data Science, Sampling (Statistics), Regression Analysis, Probability & Statistics, Data Modeling, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Applied Machine Learning, Machine Learning
- Status: Preview
Universiteit Leiden
Skills you'll gain: Epidemiology, Biostatistics, Public Health, Research Design, Clinical Research, Quantitative Research, Health Care, Statistical Methods, Statistics, Data Analysis
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Data-Driven Decision-Making, Markov Model, Bayesian Statistics, Strategic Decision-Making, Reinforcement Learning, Decision Making, Predictive Analytics, Data Analysis, Statistics, Operations Research, Anomaly Detection, Complex Problem Solving, Applied Machine Learning, Change Control, Probability Distribution, A/B Testing, Sampling (Statistics), Information Architecture, Clinical Trials
- Status: Free Trial
Imperial College London
Skills you'll gain: Generative AI, Deep Learning, Tensorflow, Bayesian Statistics, Keras (Neural Network Library), Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Machine Learning, Probability Distribution, Probability & Statistics
- Status: Free Trial
University of Illinois Urbana-Champaign
Skills you'll gain: Marketing Analytics, Customer Analysis, Analytics, Content Performance Analysis, Marketing Effectiveness, Target Market, Advanced Analytics, Customer Retention, Data Analysis, Market Analysis, Marketing, Customer Insights, Predictive Modeling, Target Audience, Predictive Analytics, Persona Development, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI
- Status: Free Trial
University of Michigan
Skills you'll gain: Scientific Methods, Science and Research, Statistical Hypothesis Testing, General Science and Research, Experimentation, Research, Research Design, Statistical Methods, Peer Review, Investigation, Analytical Skills, Journalism, Research Methodologies, Probability & Statistics, Media and Communications, Social Sciences, Data Analysis, Statistical Inference, Data Literacy, Correlation Analysis
- Status: Free Trial
Illinois Tech
Skills you'll gain: Statistical Analysis, Statistical Machine Learning, Statistical Modeling, Statistical Methods, Data Analysis, Statistical Programming, Regression Analysis, Supervised Learning, Probability & Statistics, Classification And Regression Tree (CART), Bayesian Statistics, Predictive Modeling, Statistical Inference, Machine Learning, Unsupervised Learning, Feature Engineering
- Status: Free Trial
Coursera Instructor Network
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Storytelling, Data Visualization Software, Infographics, Data-Driven Decision-Making, Tableau Software, Data Analysis, Data Validation, Microsoft Excel, Decision Making
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Modeling, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Statistics, Data Science, Predictive Modeling, Probability & Statistics, R Programming, Data Modeling, Statistical Analysis, Correlation Analysis
In summary, here are 10 of our most popular causal inference courses
- AI Workflow: Data Analysis and Hypothesis Testing: IBM
- Managing, Describing, and Analyzing Data: University of Colorado Boulder
- Llama for Python Programmers: University of Michigan
- Modeling Data in the Tidyverse: Johns Hopkins University
- Population Health: Study Design: Universiteit Leiden
- Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
- Probabilistic Deep Learning with TensorFlow 2: Imperial College London
- Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign
- How Science Turns Data Into Knowledge: University of Michigan
- Statistical Learning: Illinois Tech