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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


  • C

    Coursera

    Validate and Explain Your ML Models

    Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Data with Advanced Minitab Techniques

    Skills you'll gain: Estimation, Decision Making, Data-Driven Decision-Making, Data Literacy, Statistics, Plot (Graphics), Descriptive Analytics, Business Analytics, Data Visualization, Data Analysis Software, Statistical Software, Advanced Analytics, Data Preprocessing, Data Cleansing, Graphing

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Advanced SAS Programming, Macros & Reporting

    Skills you'll gain: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Analysis Software, Data Integration, Predictive Modeling, Advanced Analytics, Debugging, Change Control, Data Validation, Feature Engineering, Analytical Skills, SQL, Report Writing, Data Store, Analysis, Analytics, Finance

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Track Status Live

    Skills you'll gain: Project Controls, Project Performance, Issue Tracking, Project Management Software, Stakeholder Engagement, Stakeholder Management, Real Time Data, Stakeholder Communications, Collaborative Software

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Hypothesis Testing with Minitab for Data Analysis

    Skills you'll gain: Business Analytics, Statistical Software, Data-Driven Decision-Making, Analytical Skills

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Classification Algorithms, Artificial Intelligence, Data Ethics, Machine Learning, Regression Analysis, Dimensionality Reduction, Probability & Statistics, Image Analysis, Responsible AI, Computer Vision, Machine Learning Methods, Embedded Systems, Natural Language Processing, Applied Machine Learning, Linear Algebra, Bayesian Statistics, Scientific Visualization

    Mastertrack · 6 - 12 Months

  • U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Driving engagement, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Cultural Diversity, Economics, Policy, and Social Studies, Music History, Sociology

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • I

    Indian Statistical Institute

    Postgraduate Diploma in Applied Statistics

    Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, R (Software), Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, Social Studies, International Finance

    Postgraduate Diploma · 6 - 12 Months

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Graduate Certificate · 6 - 12 Months

  • U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Graph Theory, Statistical Software, Computational Logic, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, R Programming, Differential Equations, Data Processing, Data Visualization Software, Applied Mathematics, Theoretical Computer Science, Logical Reasoning, General Mathematics, Advanced Mathematics, Mathematical Modeling

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • B

    BITS Pilani

    Bachelor of Science in Computer Science

    Skills you'll gain: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Operating Systems, Android Development, Database Design, Encryption, Bioinformatics, Software Development Methodologies, Amazon Web Services, Feature Engineering, Algorithms, TCP/IP, Java Programming, Data Structures

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
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In summary, here are 10 of our most popular probability courses

  • Validate and Explain Your ML Models: Coursera
  • Analyze Data with Advanced Minitab Techniques: EDUCBA
  • Advanced SAS Programming, Macros & Reporting: EDUCBA
  • Track Status Live: Coursera
  • Automate, Analyze, and AI Feedback: Coursera
  • Apply Hypothesis Testing with Minitab for Data Analysis: EDUCBA
  • Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
  • Bachelor of Science in General Business: University of North Texas
  • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
  • Data Science Graduate Certificate: University of Colorado Boulder

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