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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


  • I

    IBM

    Scalable Machine Learning on Big Data using Apache Spark

    Skills you'll gain: Apache Spark, PySpark, Applied Machine Learning, Big Data, Machine Learning Methods, Data Storage Technologies, Statistical Machine Learning, Data Preprocessing, Data Storage, Data Pipelines, Machine Learning Algorithms, Machine Learning, Data Processing, Data Science, Model Evaluation, Descriptive Statistics

    3.8 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Understanding China, 1700-2000: A Data Analytic Approach, Part 2

    Skills you'll gain: Social Studies, Social Sciences, Big Data, Sociology, Demography, Socioeconomics, Culture, Economics, Data Analysis, Analytics, World History, Quantitative Research

    4.5 stars, 61 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (61) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Web Frameworks, Version Control, Web Development Tools, Agile Software Development, Git (Version Control System), Software Engineering, Data Store, Web Design and Development, Web Development, Software Development, Agile Methodology, Database Development, User Interface (UI), Back-End Web Development, Ruby on Rails, Javascript

    4.3 stars, 143 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (143) · Mixed · Course · 1 - 3 Months

  • U

    University of Washington

    U101: Understanding College and College Life

    Skills you'll gain: Higher Education, Learning Strategies, Student Support and Services, Academic Advising, Productivity, Time Management, Personal Development, Planning, Resourcefulness, Decision Making, Adaptability, Relationship Building

    4.6 stars, 510 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (510) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of California, Davis

    Identifying Security Vulnerabilities

    Skills you'll gain: Threat Modeling, Secure Coding, Cryptography, Open Web Application Security Project (OWASP), Encryption, Application Security, Penetration Testing, Data Security, Exploitation techniques, Security Controls, Authentications, Vulnerability Management, Advanced Encryption Standard (AES), Personally Identifiable Information, Data Flow Diagrams (DFDs)

    4.6 stars, 180 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (180) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Convolutional Neural Networks, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • A

    Arizona State University

    Response Surfaces, Mixtures, and Model Building

    Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Model Optimization, Statistical Modeling, Simulations, Statistical Inference, Mathematical Modeling, Design Strategies, Model Evaluation

    4.7 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (67) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Financing for Startup Businesses

    Skills you'll gain: FinTech, Entrepreneurial Finance, Fundraising and Crowdsourcing, Equities, Financial Modeling, Finance, Private Equity, Loans, Consumer Lending, Credit Risk, Microsoft Excel, Digital Analysis, Liquidation, Fundraising, Lending and Underwriting

    4.5 stars, 230 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (230) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Critical thinking: reasoned decision making

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Business Ethics, Strategic Thinking, Decision Making, Analytical Skills, Problem Solving, Strategic Decision-Making, Ethical Standards And Conduct, Cognitive flexibility, Analysis, Self-Awareness, Open Mindset

    4.7 stars, 123 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (123) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

    Skills you'll gain: Social Sciences, Statistical Analysis, Statistical Software, Statistical Modeling, Correlation Analysis, Statistical Methods, Advanced Analytics, Regression Analysis, Mathematical Modeling, Data Analysis Software, Research, Model Evaluation, Data Modeling

    4.8 stars, 98 reviews, Mixed, Course, 3 - 6 Months

    ★ 4.8 (98) · Mixed · Course · 3 - 6 Months

    Category: Free
    Free
  • A

    Alberta Machine Intelligence Institute

    Machine Learning Algorithms: Supervised Learning Tip to Tail

    Skills you'll gain: Supervised Learning, Model Optimization, Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Classification Algorithms, Model Evaluation, Jupyter, Statistical Machine Learning, Decision Tree Learning, Model Training, Machine Learning, Data Preprocessing, Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Data Processing

    4.7 stars, 417 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma Green Belt Professional Training

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Management Training And Development

    4.9 stars, 78 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (78) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular quantitative methods courses

  • Scalable Machine Learning on Big Data using Apache Spark: IBM
  • Understanding China, 1700-2000: A Data Analytic Approach, Part 2: The Hong Kong University of Science and Technology
  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico
  • U101: Understanding College and College Life: University of Washington
  • Identifying Security Vulnerabilities: University of California, Davis
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • Response Surfaces, Mixtures, and Model Building: Arizona State University
  • Financing for Startup Businesses: Duke University
  • Critical thinking: reasoned decision making: Tecnológico de Monterrey
  • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong

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