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  • Quantitative Methods

Quantitative Methods Courses

Quantitative methods courses can help you learn statistical analysis, data visualization, regression techniques, and experimental design. You can build skills in hypothesis testing, data interpretation, and predictive modeling. Many courses introduce tools like R, Python, and Excel, that support analyzing data sets and applying quantitative techniques in various fields such as economics, healthcare, and social sciences.


Popular Quantitative Methods Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution

    Skills you'll gain: Bioinformatics, Epidemiology, Infectious Diseases, Molecular, Cellular, and Microbiology, Life Sciences, Computational Thinking, Molecular Biology, Biology, Science and Research

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Snowflake for Data Science: Intro to Snowpark ML for Python

    Skills you'll gain: Model Deployment, Snowflake Schema, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Model Training, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Build a Guessing Game in C# on Linux

    Skills you'll gain: C# (Programming Language), Microsoft Visual Studio, .NET Framework, Video Game Development, Open Source Technology, Programming Principles, Integrated Development Environments, Microsoft Development Tools, Linux, Application Development, C and C++, Cross Platform Development, Program Development

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Business Requirements, Business Logic, Case Studies

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Techniques in Data Visualization

    Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Geospatial Mapping, Color Theory, Spatial Data Analysis, Tree Maps, Tableau Software, Data Mapping, Graphing, Text Mining, Unstructured Data, Network Analysis, Graph Theory

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Data Storytelling - From Insight to Impact

    Skills you'll gain: Data Presentation, Data Visualization, Oral Expression, Verbal Communication Skills, Dashboard Creation, Presentations, Dashboard, Storytelling, Persuasive Communication, Communication, Non-Verbal Communication, Target Audience, Decision Making, Case Studies

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Machine Learning for Engineers: Algorithms and Applications

    Skills you'll gain: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Model Optimization, Model Training, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Dimensionality Reduction, Complex Problem Solving

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Introduction to Embedded Software Testing

    Skills you'll gain: Scenario Testing, Test Planning, Unit Testing, Functional Testing, Debugging, Hardware Troubleshooting

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Simulation and Simulation Software, Customer Analysis, Advanced Analytics, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Sprint Planning, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Python and Professional Development

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Microsoft Development Tools, Scalability, Software Development Tools, Python Programming, Debugging

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    L

    LearnQuest

    Sales Challenger Mastery: Engaging the Modern Buyer

    Skills you'll gain: Consultative Approaches, Selling Techniques, Sales Strategy, Customer Analysis, Needs Assessment, Regional Sales, Driving engagement, Diversity Marketing, Rapport Building, Persuasive Communication, Prioritization, Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    N

    Northeastern University

    Foundations of Statistical Learning & Algorithms

    Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Verification And Validation, Dimensionality Reduction

    Mixed · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular quantitative methods courses

  • Hacking COVID-19 — Course 5: Tracing SARS-CoV-2's Evolution: University of California San Diego
  • Snowflake for Data Science: Intro to Snowpark ML for Python: Coursera
  • Build a Guessing Game in C# on Linux: Coursera
  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute
  • Advanced Techniques in Data Visualization: Johns Hopkins University
  • Data Storytelling - From Insight to Impact: Packt
  • Machine Learning for Engineers: Algorithms and Applications: Northeastern University
  • Introduction to Embedded Software Testing: Coursera
  • Analytics Project Ideation: University of Minnesota
  • Advanced Python and Professional Development: Packt

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