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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


  • Status: New
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    Scrum Alliance

    AI for Product Discovery & Strategy

    Skills you'll gain: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Maryland, College Park

    Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs

    Skills you'll gain: Innovation, Internal Auditing, Corporate Strategy, Overcoming Objections, Organizational Structure, Organizational Change, Entrepreneurship, Culture Transformation, New Business Development, Business Strategy

    4.2
    Rating, 4.2 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    Imperial College London

    Epidemiology for Public Health

    Skills you'll gain: Epidemiology, Diagnostic Tests, Research Design, Public Health and Disease Prevention, Biostatistics, Clinical Research, Public Health, Preventative Care, Data Collection, Research Methodologies, Program Evaluation, Risk Analysis, Quantitative Research, Health Policy, Statistical Analysis, Research, Sample Size Determination, Regression Analysis, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 1 - 3 Months

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    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, Artificial Intelligence, Large Language Modeling, Machine Learning Methods, Object Oriented Programming (OOP), Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Maintainability, Artificial Neural Networks, Programming Principles, Data Cleansing, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    196 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Genomics for Law

    Skills you'll gain: Intellectual Property, Healthcare Ethics, Medical Science and Research, Clinical Research Ethics, Medical Privacy, Criminal Investigation and Forensics, Informed Consent, Environmental Regulations, Law, Regulation, and Compliance, Legal Proceedings, Regulation and Legal Compliance, Information Privacy, Life Sciences, Personal Injury Law, Biotechnology, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    161 reviews

    Beginner · Course · 1 - 3 Months

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    L&T EduTech

    Formwork for concreting

    Skills you'll gain: Construction, Construction Engineering, Building Codes, Construction Management, Building Information Modeling, Construction Estimating, Cost Estimation, Structural Engineering, Commercial Construction, Blueprint Reading, Engineering Drawings, Civil and Architectural Engineering, Construction Inspection, Safety Standards, Engineering Practices, Value Engineering, Visualization (Computer Graphics), Architectural Drawing, Failure Analysis, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Caring for Others

    Skills you'll gain: Caregiving, Sociology, Long Term Care, Dignity in Care, Nursing Care, Home Health Care, Care Management, Health Care, Surveys, Health Policy, Social Sciences, Social Justice, Culture, Socioeconomics, Supply And Demand, Cultural Diversity, Policy Analysis, Emotional Intelligence, Discussion Facilitation, Media and Communications

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Beginner · Specialization · 3 - 6 Months

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    J

    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
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    932 reviews

    Mixed · Course · 1 - 4 Weeks

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    The University of Sydney

    Academic Skills for University Success

    Skills you'll gain: Critical Thinking, Creative Problem-Solving, Problem Solving, Editing, Research, Creative Thinking, Public Speaking, Proofreading, Brainstorming, Oral Expression, digital literacy, Communication, Information Management, Analytical Skills, Writing, Video Production, Multimedia, Language Competency, Complex Problem Solving, Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    7.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Medical Coding for Max Reimbursement

    Skills you'll gain: Medical Billing and Coding, Medical Billing, ICD Coding (ICD-9/ICD-10), Medical Coding, CPT Coding, Revenue Cycle Management, Clinical Documentation, Medical Office Procedures, Health Information Management and Medical Records, Health Administration, Revenue Management, Medical Terminology

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Macquarie University

    Validate New Ideas for Startups

    Skills you'll gain: Value Propositions, Market Research, Entrepreneurship, User Research, Customer Insights, New Product Development, Competitive Analysis, Data-Driven Decision-Making, Fundraising and Crowdsourcing, Presentations, Business Modeling, Innovation, Business Development, Strategic Partnership, Professional Networking

    Beginner · Course · 1 - 3 Months

Searches related to math for machine learning

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

  • AI for Product Discovery & Strategy: Scrum Alliance
  • Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs: University of Maryland, College Park
  • Epidemiology for Public Health: Imperial College London
  • Generative AI for Developers: Fractal Analytics
  • Optimize Java Memory for ML Performance: Coursera
  • Genomics for Law: University of Illinois Urbana-Champaign
  • Formwork for concreting: L&T EduTech
  • Caring for Others: University of Colorado Boulder
  • Algorithms for DNA Sequencing: Johns Hopkins University
  • Academic Skills for University Success: The University of Sydney

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