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  • Probability Theory

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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    SAE Institute México

    Programación de elementos melódicos y aleatoriedad

    Skills you'll gain: Music Theory, Musical Composition, Music, Instrumental Music, Programming Principles

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Machine Learning in Python: Analyze & Apply

    Skills you'll gain: Matplotlib, NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Machine Learning Algorithms, Text Mining, Data Manipulation, Unsupervised Learning, Model Evaluation, Data Preprocessing, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    SSIS: Design, Implement & Automate ETL Workflows

    Skills you'll gain: SQL Server Integration Services (SSIS), Extract, Transform, Load, Data Warehousing, Data Transformation, Data Manipulation, Data Analysis, Microsoft SQL Servers, Data Integration, Data Mining, Data Processing, SQL, Dataflow, Workflow Management

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Computation and Visualization for Analytics Part 2

    Skills you'll gain: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Pontificia Universidad Católica del Perú

    Herencia negra, aplicación de ritmos afroperuanos

    Skills you'll gain: Music, World Music, Musical Composition, Music History, Instrumental Music, Music Performance, Music Theory, Culture, Art History, Cultural Diversity

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Honors Algebra 2: Algebraic, Exponential & Log Functions

    Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    University of Lausanne

    HEALTHY URBAN SYSTEMS

    Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Spatial Analysis, Governance, Policy Development, Social Determinants Of Health, Sustainable Development, Health Assessment, Systems Analysis, Predictive Modeling, Environmental Issue, Data Collection, Machine Learning

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    HRM Strategies: Analyze, Evaluate & Design

    Skills you'll gain: Human Resources Management and Planning, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Talent Acquisition, Case Studies, Organizational Strategy, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis, Risk Analysis

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), Image Analysis, Embeddings, Autoencoders, Convolutional Neural Networks, Responsible AI, Computer Vision, Music, Recurrent Neural Networks (RNNs)

    Mixed · Course · 1 - 4 Weeks

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    Skillshare

    Street Photography: Gear, Style & On-the-Street Skills

    Skills you'll gain: Photography, Photo/Video Production and Technology, Personal Development, Ethical Standards And Conduct, Persistence, Resilience, Overcoming Obstacles, Decision Making, Storytelling, Adaptability, Interpersonal Communications, Aesthetics, Patience, Creativity

    Beginner · Course · 1 - 3 Months

Searches related to probability theory

probability theory and regression for predictive analytics
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In summary, here are 10 of our most popular probability theory courses

  • Programación de elementos melódicos y aleatoriedad: SAE Institute México
  • Machine Learning in Python: Analyze & Apply: EDUCBA
  • SSIS: Design, Implement & Automate ETL Workflows: EDUCBA
  • Computation and Visualization for Analytics Part 2: Northeastern University
  • Herencia negra, aplicación de ritmos afroperuanos: Pontificia Universidad Católica del Perú
  • Honors Algebra 2: Algebraic, Exponential & Log Functions: Johns Hopkins University
  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • HEALTHY URBAN SYSTEMS: University of Lausanne
  • HRM Strategies: Analyze, Evaluate & Design: EDUCBA
  • Regression Analysis for Statistics & Machine Learning in R: Packt

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