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Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    722 reviews

    Beginner · Specialization · 3 - 6 Months

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    Logical Operations

    Microsoft Project 2019–2024/365: Part 1

    Skills you'll gain: Microsoft Project, Resource Management, Project Management Software, Resource Allocation, Project Schedules, Project Planning, Project Design, Project Scoping, Microsoft 365, Project Management, Work Breakdown Structure, Project Coordination, Microsoft Office, Project Estimation, Timelines, Scheduling, Project Documentation, Dependency Analysis, Productivity Software, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Coursera

    AI-Powered Modern Marketing

    Skills you'll gain: Marketing Automation, Marketing Planning, Marketing Analytics, Competitive Analysis, Prompt Engineering, Email Automation, Search Engine Optimization, Generative AI, Key Performance Indicators (KPIs), AI Personalization, Lead Generation, A/B Testing, Content Creation, Web Analytics, Performance Measurement, Data Visualization, Customer Insights, Data-Driven Decision-Making, Digital Marketing, Content Strategy

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Johns Hopkins University

    Epidemiology in Public Health Practice

    Skills you'll gain: Epidemiology, Public Health, Data Presentation, Public Health and Disease Prevention, Trend Analysis, Geographic Information Systems, Health Policy, Data Visualization Software, Chronic Diseases, GIS Software, Health Systems, Infectious Diseases, Biostatistics, Risk Analysis, Investigation, Health Care, Health Disparities, Community Health, Data Analysis, Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    4.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Evaluate and Re-Engineer Business Strategy Effectively

    Skills you'll gain: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Business Process, Organizational Strategy, Business Transformation, Strategic Decision-Making, Needs Assessment, Analysis, Organizational Change

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Analyze, Create, and Secure Data with Zero Trust

    Skills you'll gain: Investigation, NIST 800-53, Cyber Security Assessment, Personally Identifiable Information, Failure Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Product Improvement, Customer Insights, Design and Product, Product Roadmaps, Design Thinking, Stakeholder Engagement, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Evaluate and Apply Ethical AI Models

    Intermediate · Course · 1 - 4 Weeks

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    D

    Duke University

    ​​Church Administration: Human Resources

    Skills you'll gain: Compensation Analysis, Meeting Facilitation, Performance Review, Staff Management, Safety Training, Strategic Leadership, Supervision, Prioritization, Human Resources, Diversity and Inclusion, Performance Management, Human Resources Management and Planning, Recruitment, Time Management, Organizational Strategy, Human Resource Management, Organizational Skills, Stakeholder Management, Strategic Planning, Business Metrics

    4.9
    Rating, 4.9 out of 5 stars
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    44 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    The Integration of Art and Science in Modern Dental Medicine

    Skills you'll gain: Dental Care, Patient Evaluation, Dentistry, Dental Informatics, Dental Procedures, Oral Health, Dental Hygiene, Periodontology, Oral and Dental Care, Oral Cancer Screening, Cardiology, Disabilities, Pain Management, General Medicine, Biomedical Technology, Biomedical Engineering, Endocrinology, Medical History Documentation, Oncology, Anatomy

    4.9
    Rating, 4.9 out of 5 stars
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    2.3K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Coursera

    Analyze Rosters: Clinic Scheduling Issues

    Skills you'll gain: Medical Office Procedures, Clinic Management Systems, Calendar Management, Scheduling, Patient Flow, Medical Terminology, Medical Records, Health Care Administration, Patient Communication, Continuous Quality Improvement (CQI), Data Integrity, Quality Assurance

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Exam MS-100 Microsoft 365 Identity and Services Course

    Intermediate · Course · 3 - 6 Months

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In summary, here are 10 of our most popular math for machine learning courses

  • Operations Research: National Taiwan University
  • Microsoft Project 2019–2024/365: Part 1: Logical Operations
  • AI-Powered Modern Marketing: Coursera
  • Epidemiology in Public Health Practice: Johns Hopkins University
  • Evaluate and Re-Engineer Business Strategy Effectively: EDUCBA
  • Analyze, Create, and Secure Data with Zero Trust: Coursera
  • Digital Product Management: Modern Fundamentals: University of Virginia
  • Evaluate and Apply Ethical AI Models: Coursera
  • ​​Church Administration: Human Resources: Duke University
  • The Integration of Art and Science in Modern Dental Medicine: University of Pennsylvania

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