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Probability Theory Courses

Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.


Popular Probability Theory Courses and Certifications


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    EDUCBA

    Deep Learning RNN & LSTM: Stock Price Prediction

    Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 4 Weeks

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    Macquarie University

    Cyber Security: Applied Cryptography

    Skills you'll gain: Cryptography, Encryption, Data Security, Cybersecurity, Network Security, Public Key Infrastructure, Data Encryption Standard, Security Engineering, Blockchain, Data Storage Technologies, Wireless Networks, Security Management, Virtual Private Networks (VPN), Intellectual Property, Authentications, Hardware Architecture, Emerging Technologies

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Advanced Financial Analysis and Credit Risk Modeling

    Skills you'll gain: Credit Risk, Risk Modeling, Financial Analysis, Financial Statement Analysis, Cash Flows, Portfolio Risk, Investments, Risk Analysis, Loans, Market Data, Return On Investment, Business Valuation, Data Modeling, Case Studies, Excel Formulas, Business Analytics

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    AI with Python: Apply & Implement ML Models

    Skills you'll gain: Data Preprocessing, Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Model Evaluation, Data Cleansing, Jupyter, Python Programming, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

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    University at Buffalo

    Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness

    Skills you'll gain: Peer Review, Governance, Consulting, Leadership and Management, Report Writing, Leadership, Performance Analysis, Management Consulting, Organizational Change, Change Management, Organizational Effectiveness, Analysis, Data Collection

    4.4
    Rating, 4.4 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Managing Data as a Product: Scalable Data Architectures

    Skills you'll gain: Data Architecture, Data Infrastructure, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Microservices, Solution Architecture, Data Governance, Software Architecture, Semantic Web, Data Integration, Information Architecture, CI/CD, Software Design, Maintainability, Enterprise Architecture, Data Analysis, Generative AI

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Analysis and Interpretation of Large-Scale Programs

    Skills you'll gain: Program Evaluation, Health Equity, Quantitative Research, Data Analysis, Statistical Analysis, Analysis, Health Policy, Statistical Reporting, Data Collection, Sampling (Statistics), Public Health and Disease Prevention, STATA (Software), Maternal Health, Data Quality

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Leading Transformation: Driving Organizational Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Culture Transformation, Organizational Leadership, Digital Transformation, Business Leadership, Organizational Effectiveness, Leadership, Stakeholder Analysis, Stakeholder Management, Communication Strategies, Strategic Communication, Collaborative Software, Stakeholder Engagement, Team Building, Communication, Adaptability, Google Workspace, Planning

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Adobe

    Creative Gradients and Color Effects

    Skills you'll gain: Adobe Illustrator, Graphic and Visual Design, Color Theory, Adobe Creative Cloud, Creative Design, Visualization (Computer Graphics), Design Elements And Principles, Graphic Design, Design, Visual Design

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    Pets, Politics and Pandemics

    Skills you'll gain: Systems Thinking, Social Justice, Social Studies, Economics, Policy, and Social Studies, Social Sciences, Complex Problem Solving, Problem Solving, Political Sciences, Policy Analysis, Persuasive Communication, Critical Thinking, Simulations, Scientific Methods, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    70+ JavaScript Challenges - Data Structures and Algorithms

    Skills you'll gain: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Household Surveys for Program Evaluation in LMICs

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Program Evaluation, Data Management, Data Collection, Data Analysis, Data Cleansing, Quantitative Research, Data Quality, Research Design, Sample Size Determination, Data Ethics

    Intermediate · Course · 1 - 3 Months

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

  • Deep Learning RNN & LSTM: Stock Price Prediction: EDUCBA
  • Cyber Security: Applied Cryptography: Macquarie University
  • Advanced Financial Analysis and Credit Risk Modeling: Starweaver
  • AI with Python: Apply & Implement ML Models: EDUCBA
  • Capstone - Managing Board Change for Higher Levels of Leadership and Governance Effectiveness : University at Buffalo
  • Managing Data as a Product: Scalable Data Architectures: Packt
  • Analysis and Interpretation of Large-Scale Programs: Johns Hopkins University
  • Leading Transformation: Driving Organizational Change: Coursera
  • Creative Gradients and Color Effects: Adobe
  • Pets, Politics and Pandemics: Columbia University

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