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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


  • A

    Arizona State University

    Introduction to Machine Learning with Python

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Generative AI, Model Training, Deep Learning, Image Analysis, Machine Learning Methods, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Generative Model Architectures, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Computer Programming, Regression Analysis

    3.7 stars, 28 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.7 (28) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Mining Quality Prediction Using Machine & Deep Learning

    Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming

    4.8 stars, 69 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.8 (69) · Beginner · Guided Project · Less Than 2 Hours

  • L

    L&T EduTech

    Fire Protection System

    Skills you'll gain: Equipment Design, Building Codes, Building Services Engineering, Safety Standards, Hazard Analysis, Hydraulics, Plumbing, Chemistry, Design Specifications, Engineering Calculations, Technical Standard

    4.4 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (17) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • O

    O.P. Jindal Global University

    Cognitive Psychology

    Skills you'll gain: Psychology, Research, Research Design, Scientific Methods, Research Methodologies, Human Learning, Sensory Systems Analysis, Culture, Decision Intelligence, Experimentation, Case Studies, Learning Strategies

    Beginner · Course · 3 - 6 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • B

    Board Infinity

    AI Agents: From Foundations to Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Retrieval-Augmented Generation, LLM Application, Generative AI Agents, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, Agentic Workflows, Tool Calling, Artificial Intelligence and Machine Learning (AI/ML), LangGraph, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, AI Integrations, Artificial Intelligence

    2.3 stars, 8 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 2.3 (8) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Scenario and Root Cause Analysis with Generative AI

    Skills you'll gain: Root Cause Analysis, Risk Modeling, Risk Analysis, Strategic Decision-Making, Analysis, Generative AI, Strategic Thinking, AI Workflows, Risk Management, Data-Driven Decision-Making, Risk Mitigation, Decision Support Systems, Analytical Skills, Correlation Analysis, Anomaly Detection, Responsible AI, Strategic Planning, Scenario Testing, Decision Making

    4.7 stars, 20 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    What is the Human Factor in Design?

    Skills you'll gain: Human Factors, Accident Prevention, Mitigation, Systems Thinking, Human Centered Design, Design

    4.8 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (23) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Maximum Performance and Technology in Sports

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Probability & Statistics, Image Analysis, Data Integration, Interactive Data Visualization, Performance Analysis, Statistical Analysis, Probability, Analysis, LLM Application, Data Collection, Descriptive Analytics, Business Analytics, Statistical Methods, Machine Learning

    5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Modern Statistics for Data-Driven Decision-Making

    Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Analytics, Data Storage Technologies, Exploratory Data Analysis, Data Store, Mathematical Software, Data Storage, Data Access, Database Software, Estimation, Machine Learning Methods, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Regression Testing

    4.3 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    PMP Exam Prep: Ways of Working for Technical Projects

    Skills you'll gain: Stakeholder Engagement, Project Management Institute (PMI) Methodology, Plan Execution, Risk Management, Technical Management, Quality Control

    4.8 stars, 71 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (71) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    Search Engines for Web and Enterprise Data

    Skills you'll gain: Web Analytics and SEO, AI Personalization, Document Management, Semantic Web, Vector Databases, Algorithms, Model Evaluation, Text Mining, Natural Language Processing, User Research, Business Modeling, Statistical Methods

    5 stars, 8 reviews, Intermediate, Course, 3 - 6 Months

    ★ 5 (8) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • P

    Packt

    Master Lean Six Sigma & AI-Driven Quality for Professionals

    Skills you'll gain: Prompt Engineering, Lean Six Sigma, Six Sigma Methodology, Process Improvement and Optimization, Risk Management, Risk Management Framework, Regression Analysis, Risk Modeling, Risk Analysis, Statistics, Quality Improvement, Statistical Methods, Process Improvement, Process Analysis, Probability & Statistics, Continuous Improvement Process, Pareto Chart, Corrective and Preventive Action (CAPA), Service Improvement, Business Process Automation

    4.8 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (16) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…195196197…409

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

  • Introduction to Machine Learning with Python: Arizona State University
  • Mining Quality Prediction Using Machine & Deep Learning: Coursera
  • Fire Protection System: L&T EduTech
  • Cognitive Psychology: O.P. Jindal Global University
  • AI Agents: From Foundations to Applications: Board Infinity
  • Scenario and Root Cause Analysis with Generative AI: Microsoft
  • What is the Human Factor in Design?: Arizona State University
  • Maximum Performance and Technology in Sports: Real Madrid Graduate School Universidad Europea
  • Modern Statistics for Data-Driven Decision-Making: Arizona State University
  • PMP Exam Prep: Ways of Working for Technical Projects: University of Maryland, College Park

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