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Explore the Causal Inference Course Catalog
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University of Michigan
Skills you'll gain: Scientific Visualization, Data Science, Statistics, Descriptive Statistics, Data Analysis, Python Programming
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Rice University
Skills you'll gain: Microsoft Excel, Spreadsheet Software, Graphing, Pivot Tables And Charts, Excel Formulas, Data Visualization Software, Data Analysis, Histogram, Scatter Plots, Data Presentation, Data Manipulation
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American Psychological Association
Skills you'll gain: Statistical Hypothesis Testing, Quantitative Research, Probability & Statistics, Statistical Methods, Statistical Analysis, Statistical Inference, Statistics, Data Analysis, Descriptive Statistics, Sampling (Statistics), Regression Analysis, Data Literacy, Research Design, Research, Psychology
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University of Colorado System
Skills you'll gain: Marketing Analytics, Anomaly Detection, Bayesian Network, Marketing Strategies, Advanced Analytics, Time Series Analysis and Forecasting, Statistical Modeling, Strategic Marketing, Simulation and Simulation Software, Predictive Analytics, Forecasting, Bayesian Statistics, A/B Testing, Trend Analysis, Data-Driven Decision-Making, Reinforcement Learning
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Skills you'll gain: Statistical Methods, Data-Driven Decision-Making, Pandas (Python Package), Statistical Analysis, NumPy, Probability & Statistics, Data Science, Data Manipulation, Descriptive Statistics, Python Programming, Machine Learning, Statistical Inference, Programming Principles, Probability
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Northeastern University
Skills you'll gain: Generative AI, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Bayesian Network, Machine Learning Methods, Network Architecture, Computer Vision, Statistical Methods, Mathematical Modeling, Machine Learning, Applied Mathematics, Probability & Statistics, Probability Distribution
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Northeastern University
Skills you'll gain: Supervised Learning, Statistical Machine Learning, Statistical Methods, Statistical Modeling, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Statistical Inference, Regression Analysis, Predictive Modeling, Unsupervised Learning, Feature Engineering, Deep Learning, Algorithms, Complex Problem Solving
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American Psychological Association
Skills you'll gain: Statistical Hypothesis Testing, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Software, Data Analysis, Descriptive Statistics, Statistical Inference, Regression Analysis, Psychology, Research
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Northeastern University
Skills you'll gain: Linear Algebra, Statistical Machine Learning, Probability, Statistical Modeling, Bayesian Statistics, Machine Learning, Mathematical Modeling, Advanced Mathematics, Dimensionality Reduction
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Coursera Project Network
Skills you'll gain: Kotlin, Debugging, Other Programming Languages, Software Development
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Duke University
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Data Visualization Software, Scatter Plots, Data Manipulation, Data Science, Data Storytelling, Regression Analysis, Data Processing, Data Cleansing, Classification And Regression Tree (CART), Statistical Modeling, Histogram, Statistical Inference, Machine Learning Algorithms, Data Analysis, Python Programming
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Skills you'll gain: Grammar, Vocabulary, Critical Thinking, Deductive Reasoning, Analytical Skills, Language Competency, English Language, Literacy, Complex Problem Solving, Learning Strategies, Verbal Communication Skills, Communication, Time Management
In summary, here are 10 of our most popular causal inference courses
- Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
- Einführung in die Datenanalyse mit Excel: Rice University
- t-Tests of Hypotheses About Means: American Psychological Association
- Time, Change, and Decisions for Marketing: University of Colorado System
- Foundations of ML & Python for Data Science: Packt
- Generative AI: Foundations and Concepts: Northeastern University
- Machine Learning for Engineers: Algorithms and Applications: Northeastern University
- Chi-Square Tests of Hypotheses About Frequency Tables: American Psychological Association
- Foundations of Statistical Learning & Algorithms: Northeastern University
- Mastering Streamlined Syntax: Efficient Kotlin Coding: Coursera Project Network