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Explore the Probability Course Catalog
Status: FreeUniversity of Zurich
Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Descriptive Statistics, Applied Mathematics, Statistical Methods, Risk Analysis, Financial Modeling
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Statistical Inference, A/B Testing, Statistical Analysis, Data Science, Exploratory Data Analysis, Data Analysis, Statistical Visualization
University of Colorado Boulder
Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Statistics, Bayesian Statistics, Statistical Methods, Statistical Analysis, Data Analysis
Status: FreeStanford University
Skills you'll gain: Descriptive Statistics, Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Quantitative Research, Probability Distribution, Correlation Analysis
Status: FreeUniversity of London
Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Methods, Statistical Hypothesis Testing, Data-Driven Decision-Making, Statistical Modeling, Data Analysis, Probability, Statistical Visualization, Probability Distribution, Statistical Analysis, Data Presentation, Sampling (Statistics), Statistical Inference, Mathematical Modeling, Decision Tree Learning, Applied Mathematics
Duke University
Skills you'll gain: Sampling (Statistics), Exploratory Data Analysis, Statistical Inference, Probability Distribution, Bayesian Statistics, R Programming, Data Analysis, Probability, Statistics, Statistical Analysis, Statistical Software, Data Science, Descriptive Statistics
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Geometry, Statistical Analysis, Machine Learning Methods, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling
University of Michigan
Skills you'll gain: Statistical Hypothesis Testing, Sampling (Statistics), Statistical Modeling, Statistical Inference, Statistical Methods, Bayesian Statistics, Data Visualization, Statistics, Matplotlib, Statistical Visualization, Statistical Software, Probability & Statistics, Statistical Analysis, Jupyter, Statistical Programming, Regression Analysis, Data Visualization Software, Predictive Modeling, Exploratory Data Analysis, Data Analysis
Stanford University
Skills you'll gain: Bayesian Network, Applied Machine Learning, Graph Theory, Probability Distribution, Statistical Modeling, Markov Model, Statistical Machine Learning, Decision Support Systems, Machine Learning, Network Model, Probability & Statistics, Network Analysis, Statistical Inference, Sampling (Statistics), Natural Language Processing, Statistical Methods, Algorithms, Machine Learning Algorithms
University of California, Santa Cruz
Skills you'll gain: Time Series Analysis and Forecasting, Bayesian Statistics, R Programming, Forecasting, Statistical Inference, Statistical Modeling, Technical Communication, Data Analysis, Probability, Statistical Methods, Statistical Analysis, Advanced Analytics, Markov Model, Mathematical Modeling, Microsoft Excel, Probability Distribution, Probability & Statistics, Unsupervised Learning, Regression Analysis, Predictive Modeling
University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Probability, Probability & Statistics, Statistical Inference, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Sampling (Statistics), Statistical Analysis, Data Ethics, Data Science, Data Analysis, Quantitative Research, Sample Size Determination
University of Toronto
Skills you'll gain: Computer Vision, Image Analysis, Embedded Software, Automation, Deep Learning, Simulation and Simulation Software, Software Architecture, Safety Assurance, Artificial Neural Networks, Global Positioning Systems, Visualization (Computer Graphics), Hardware Architecture, Process Control, Systems Architecture, Graph Theory, Estimation, Algorithms, Artificial Intelligence, Machine Learning Methods, Mathematical Modeling
In summary, here are 10 of our most popular probability courses
- An Intuitive Introduction to Probability:Â University of Zurich
- Probability & Statistics for Machine Learning & Data Science:Â DeepLearning.AI
- Probability Theory: Foundation for Data Science:Â University of Colorado Boulder
- Introduction to Statistics:Â Stanford University
- Probability and Statistics: To p or not to p?:Â University of London
- Introduction to Probability and Data with R:Â Duke University
- Mathematics for Machine Learning:Â Imperial College London
- Statistics with Python:Â University of Michigan
- Probabilistic Graphical Models:Â Stanford University
- Bayesian Statistics:Â University of California, Santa Cruz
