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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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    National Taiwan University

    商管統計資料分析二 (Analytics for Business and Management (II))

    Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

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    S.P. Jain Institute of Management and Research

    Effective Employee Retention Strategies to Combat Attrition

    Skills you'll gain: Employee Retention, Workplace inclusivity, Employee Engagement, Organizational Leadership, Talent Management, Leadership and Management, Human Resource Strategy, Workforce Development, Team Motivation, Leadership, Motivational Skills, Employee Onboarding, Diversity and Inclusion, Mentorship, Employee Surveys, Coaching, Performance Metric

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Ethical Decision-Making in a Social World

    Skills you'll gain: Trustworthiness, Business Ethics, Personal Integrity, Professionalism, Ethical Standards And Conduct, Organizational Leadership, Empathy & Emotional Intelligence, Decision Making, Empathy, Emotional Intelligence, Social Skills, Strategic Leadership, Leadership, Compassion, Social Impact, Culture Transformation, Influencing, Sociology, Social Sciences, Psychology

    4.9
    Rating, 4.9 out of 5 stars
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    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    First Steps in R: Importing and Exporting Data

    Skills you'll gain: Data Import/Export, Microsoft Visual Studio, Microsoft Excel, R Programming, Data Processing, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics, Decision Making

    Mixed · Course · 1 - 3 Months

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    Coursera

    Advanced UX Strategies for Product Managers

    Skills you'll gain: User Experience Design, Data Storytelling, User Centered Design, Usability Testing, Product Improvement, Customer experience strategy (CX), User Research, Design Research, Figma (Design Software), User Feedback, Wireframing, Storytelling, Prioritization

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    FAIR Institute

    Advancing FAIR™ within Risk Management Programs

    Skills you'll gain: Cyber Risk, Threat Management, Continuous Monitoring, Cyber Security Strategy, Risk Management, Risk Appetite, Enterprise Risk Management (ERM), Governance Risk Management and Compliance, Cybersecurity, Business Risk Management, Risk Modeling, Risk Control, Risk Analysis, Governance, Program Implementation, Automation, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Universitat Autònoma de Barcelona

    Guidance processes in Vocational Education and Training

    Skills you'll gain: Student Support and Services, Academic Advising, Education and Training, Needs Assessment, Student Engagement, Adult Education, Mentorship, Lifelong Learning, Curriculum Development, Personal Development, Collaboration

    Beginner · Course · 1 - 3 Months

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    University of Maryland, College Park

    Leading with Power Skills: Building Self-Awareness in Teams

    Skills you'll gain: Self-Awareness, Professional Development, Personal Development, Smart Goals, Goal Setting, Emotional Intelligence, Leadership Development, Empathy & Emotional Intelligence, Adaptability, Cognitive flexibility, Team Leadership, Dealing With Ambiguity, Team Performance Management, Leadership and Management, Leadership, Team Management, Growth Mindedness, Decision Making

    Beginner · Course · 1 - 3 Months

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    Packt

    Essential Leadership Skills for Career Growth

    Skills you'll gain: Adaptability, Leadership Development, Leadership, Performance Measurement, Team Leadership, Organizational Leadership, Leadership and Management, Strategic Leadership, Communication, Business Metrics, Team Motivation, Team Building, Growth Mindedness, Professional Development, Human Resource Strategy, Business, Decision Making

    Beginner · Course · 1 - 3 Months

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

  • 商管統計資料分析二 (Analytics for Business and Management (II)): National Taiwan University
  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Effective Employee Retention Strategies to Combat Attrition: S.P. Jain Institute of Management and Research
  • Ethical Decision-Making in a Social World: University of Pennsylvania
  • First Steps in R: Importing and Exporting Data: Microsoft
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Advanced UX Strategies for Product Managers: Coursera
  • Advancing FAIR™ within Risk Management Programs: FAIR Institute
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera
  • Guidance processes in Vocational Education and Training: Universitat Autònoma de Barcelona

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