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  • Math For Data Science

Math for Data Science Courses

Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.


Popular Math for Data Science Courses and Certifications


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    Macquarie University

    Influencing: Storytelling, Change Management and Governance

    Skills you'll gain: Risk Management Framework, Persuasive Communication, Storytelling, Influencing, Risk Management, Governance, Change Management, Organizational Change, Communication, Enterprise Risk Management (ERM), Business Risk Management, Conflict Management, Leadership, Business Transformation, Operational Risk, Negotiation, Verbal Communication Skills, Intercultural Competence, Stakeholder Management, Process Management

    4.7
    Rating, 4.7 out of 5 stars
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    4.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of California, Davis

    Professional Skills for the Workplace

    Skills you'll gain: Problem Solving, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Brainstorming, Constructive Feedback, Active Listening, Critical Thinking, Resilience, Creative Thinking, Empathy, Professional Development, Lifelong Learning, Stress Management, Relationship Building, Organizational Change, Collaboration, Overcoming Obstacles, Growth Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    4.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of London

    Global Diplomacy – Diplomacy in the Modern World

    Skills you'll gain: Diplomacy, International Relations, World History, Political Sciences, Policy Analysis, Case Studies, Mediation, Social Sciences, Interpersonal Communications

    4.7
    Rating, 4.7 out of 5 stars
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    5.6K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Automate, Evaluate and Deploy ML Models Confidently

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Solve Tree Problems with Java Recursion

    Skills you'll gain: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Storytelling, Marketing Analytics, Data Visualization, Extract, Transform, Load, A/B Testing, Data Governance, Data Literacy, Classification Algorithms, Exploratory Data Analysis, Infographics, Data Collection, Customer Analysis, Business Analytics, Analytics, Ggplot2, Business Analysis, Internal Controls, Data Analysis, Power BI, Machine Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Duke University

    Linear Regression and Modeling

    Skills you'll gain: Regression Analysis, Statistical Inference, Statistical Modeling, R Programming, Correlation Analysis, Statistical Analysis, Predictive Modeling, Data Analysis, Statistics, Exploratory Data Analysis, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Analytics: Uncover Web Traffic Secrets

    Skills you'll gain: Web Analytics, Web Analytics and SEO, Marketing Analytics, Analytics, Technical Documentation, Technical Communication, Performance Metric, Data Analysis, Data-Driven Decision-Making, Team Oriented, Data Presentation

    Beginner · Course · 1 - 4 Weeks

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    Cleveland Clinic

    Machine Learning in Healthcare: Foundations and Applications

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Clinical Informatics, Health Care, Supervised Learning, Clinical Experience, Emerging Technologies, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Data Engineering: Pipelines, ETL, Hadoop

    Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Data Transformation, Apache Hive, Big Data, Data Warehousing, Strategic Decision-Making, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Advanced Game Math - Affine Transformations

    Skills you'll gain: Unity Engine, Animation and Game Design, Video Game Development, Data Structures, Game Design, Computer Graphics, Trigonometry, Linear Algebra, Advanced Mathematics, Applied Mathematics, Algorithms, General Mathematics

    Advanced · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular math for data science courses

  • Influencing: Storytelling, Change Management and Governance: Macquarie University
  • Professional Skills for the Workplace: University of California, Davis
  • Global Diplomacy – Diplomacy in the Modern World: University of London
  • Automate, Evaluate and Deploy ML Models Confidently: Coursera
  • Solve Tree Problems with Java Recursion: Coursera
  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Business Analytics: University of Illinois Urbana-Champaign
  • Linear Regression and Modeling : Duke University
  • Analytics: Uncover Web Traffic Secrets: Coursera
  • Machine Learning in Healthcare: Foundations and Applications: Cleveland Clinic

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