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Probability Courses

Probability courses can help you learn statistical reasoning, risk assessment, hypothesis testing, and the fundamentals of random variables. You can build skills in interpreting data distributions, calculating expected values, and applying Bayes' theorem in various contexts. Many courses introduce tools like R, Python, and Excel for data analysis, along with methods for simulating probabilistic models and visualizing outcomes.


Popular Probability Courses and Certifications


  • U

    University of Colorado Boulder

    Resampling, Selection and Splines

    Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics

    ★ 5 (8) · Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI Engineering Masterclass: From Zero to AI Hero

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Evaluation, Supervised Learning, Feature Engineering, Probability & Statistics, Transfer Learning, NumPy, Matplotlib, Model Training, Model Optimization, Convolutional Neural Networks, Deep Learning, Applied Machine Learning, Statistics, Data Visualization, Keras (Neural Network Library), Statistical Hypothesis Testing, Fine-tuning, Machine Learning Methods, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • F

    Fundação Instituto de Administração

    Pesquisa de Mercado e Estratégia de Marketing

    Skills you'll gain: Quantitative Research, Qualitative Research, Market Research, Marketing Analytics, Market Analysis, Survey Creation, Marketing Strategies, Sampling (Statistics), Strategic Marketing, Data-Driven Marketing, Marketing Management, Exploratory Data Analysis, Data Collection, Market Intelligence, Business Research, Data Analysis, Customer Analysis, Analysis, Data-Driven Decision-Making, Customer Insights

    ★ 4.6 (38) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Data Acquisition, Risk, and Estimation

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

    Intermediate · Course · 1 - 3 Months

  • 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, Statistics, Probability & Statistics, Statistical Inference, Research Design, Statistical Software, Probability, Network Analysis

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Evolución: Teoría sintética

    Skills you'll gain: Biology, Life Sciences, World History, Social Studies, Mathematical Modeling, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    Necessary Condition Analysis (NCA)

    Skills you'll gain: Data Analysis, Statistical Reporting, Analytical Skills, Quantitative Research, Statistical Analysis, Statistical Software, Small Data, Qualitative Research, R (Software), R Programming, Sampling (Statistics), Technical Communication, Research Methodologies, Statistical Hypothesis Testing

    ★ 4.9 (28) · Beginner · Course · 1 - 3 Months

  • J

    John Wiley & Sons

    Data Science and Machine Learning for Business Professionals

    Skills you'll gain: Statistics, Probability & Statistics, Data Analysis, Statistical Methods, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Analytical Skills, Statistical Inference, Unstructured Data, Probability, Predictive Modeling, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication

    Intermediate · Course · 3 - 6 Months

  • U

    University of Michigan

    Measuring Total Data Quality

    Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Access, Statistical Analysis, Sampling (Statistics)

    ★ 4.5 (6) · Beginner · Course · 1 - 4 Weeks

  • G

    Google

    The Importance of Integrity

    Skills you'll gain: Statistical Methods, Sample Size Determination, Statistical Hypothesis Testing, Data Preprocessing, Record Keeping

    ★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Pandas with Python: Analyze, Transform & Export Data

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Data Transformation, Plot (Graphics), Data Analysis, Data Cleansing, Data Preprocessing, Memory Management, Sampling (Statistics)

    ★ 4.7 (12) · Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Build Trading Systems Using Market Models

    Skills you'll gain: Data Literacy, Financial Trading, Financial Market, Descriptive Statistics, Market Data, Statistics, Statistical Methods, Technical Analysis, Derivatives, Risk Modeling, Statistical Analysis, Market Dynamics, Securities Trading, Risk Analysis, Market Analysis, Statistical Modeling, Financial Modeling, Performance Measurement, Performance Analysis, Probability Distribution

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular probability courses

  • Resampling, Selection and Splines: University of Colorado Boulder
  • AI Engineering Masterclass: From Zero to AI Hero: Packt
  • Pesquisa de Mercado e Estratégia de Marketing: Fundação Instituto de Administração
  • Data Acquisition, Risk, and Estimation: University of Colorado Boulder
  • Muestreo de personas, redes y registros: University of Michigan
  • Evolución: Teoría sintética: Universidad Nacional Autónoma de México
  • Necessary Condition Analysis (NCA): Erasmus University Rotterdam
  • Data Science and Machine Learning for Business Professionals: John Wiley & Sons
  • Measuring Total Data Quality: University of Michigan
  • The Importance of Integrity: Google

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