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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


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    Northeastern University

    Agile Software Development Part 1

    Skills you'll gain: Software Development Life Cycle, Agile Software Development, Agile Methodology, Agile Project Management, Scrum (Software Development), Requirements Analysis, Sprint Retrospectives, Sprint Planning, Waterfall Methodology, Backlogs, User Story, Continuous Delivery, Cross-Functional Collaboration, Continuous Integration

    Mixed · Course · 1 - 3 Months

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    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Deep Learning, Machine Learning Methods, Computer Vision, Control Systems, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    839 reviews

    Advanced · Course · 1 - 3 Months

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    SAS

    Statistics You Need to Know for Machine Learning

    Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling

    Intermediate · Course · 1 - 3 Months

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    Icahn School of Medicine at Mount Sinai

    Network Analysis in Systems Biology

    Skills you'll gain: Bioinformatics, Unsupervised Learning, Biostatistics, Biology, Machine Learning Algorithms, Data Processing, Statistical Methods, Systems Engineering, Unix Commands, Linux Commands

    4.5
    Rating, 4.5 out of 5 stars
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    204 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Market Research: Design Impactful Surveys

    Skills you'll gain: Surveys, Market Research, Customer Insights, Marketing, Marketing Analytics, User Research, Research Methodologies, Market Analysis, Google Analytics, Data Collection, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Leading Teams

    Skills you'll gain: Team Building, Teamwork, Team Management, Team Leadership, Conflict Management, Team Motivation, Collaboration, Virtual Teams, Performance Management, Organizational Structure, Leadership, Innovation, People Development, Industrial and Organizational Psychology, Diversity and Inclusion, Goal Setting, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    AI Ethics

    Skills you'll gain: Business Ethics, Data Ethics, Responsible AI, Ethical Standards And Conduct, Corporate Sustainability, Leadership Studies, Environmental Social And Corporate Governance (ESG), AI Security, Decision Making, Law, Regulation, and Compliance, Personally Identifiable Information, Artificial Intelligence, Compliance Training, Regulation and Legal Compliance, Risk Analysis, Governance

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Advanced Project Operations & Automation

    Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning

    Advanced · Specialization · 3 - 6 Months

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    American Psychological Association

    Intro to Null Hypothesis Significance Testing with z-test

    Skills you'll gain: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis

    Beginner · Course · 1 - 3 Months

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    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Cyber Security Strategy, Data Encryption Standard, Cyber Risk, Mobile Security, Enterprise Security, Computer Security, Application Security, Threat Detection, Cyber Security Policies

    4.7
    Rating, 4.7 out of 5 stars
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    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Audit Expenses: Comply, Explain, and Apply

    Skills you'll gain: Expense Management, Travel Arrangements, Auditing, Accounts Payable, Accounting, Cost Control, Compliance Auditing, Compliance Management, Fraud detection, Decision Making, Document Management, Record Keeping, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

Searches related to quantitative methods

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qualitative methods for quantitative people (with genai)
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qualitative research methods: capturing rich insights
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In summary, here are 10 of our most popular quantitative methods courses

  • Agile Software Development Part 1: Northeastern University
  • State Estimation and Localization for Self-Driving Cars: University of Toronto
  • Statistics You Need to Know for Machine Learning: SAS
  • Network Analysis in Systems Biology: Icahn School of Medicine at Mount Sinai
  • Market Research: Design Impactful Surveys: Coursera
  • Leading Teams: University of Michigan
  • AI Ethics : Alex Genadinik
  • Advanced Project Operations & Automation: Coursera
  • Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
  • Introduction to Cyber Security: New York University

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