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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: Preview
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    U

    University of Michigan

    Service Transformed: Lessons in U.S. Veteran Centered Care

    Skills you'll gain: Trauma Care, Triage, Health Disparities, Patient-centered Care, Patient Evaluation, Patient Communication, Care Coordination, Cultural Diversity, Cultural Sensitivity, Health Care, Healthcare Ethics, Mental Health

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Copenhagen

    Sustainable Development - Ideas and Imaginaries

    Skills you'll gain: Sustainable Development, Social Impact, Systems Thinking, Social Sciences, Environmental Science, Culture, Timelines, Environmental Policy, Ethical Standards And Conduct, Political Sciences, Economics

    4.7
    Rating, 4.7 out of 5 stars
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    46 reviews

    Mixed · Course · 1 - 4 Weeks

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    Preview
    G

    Google Cloud

    Optimizing Your Google Cloud Costs

    Skills you'll gain: Cost Control, Google Cloud Platform, Cost Management, Cloud Infrastructure, Serverless Computing, Budget Management, System Monitoring, Virtual Machines, Query Languages, Performance Tuning, Financial Management, Resource Management

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Robot Localization with Python and Particle Filters

    Skills you'll gain: Spatial Data Analysis, Robotics, Artificial Intelligence, Sampling (Statistics), Data Manipulation, Simulations, Python Programming, NumPy

    4.5
    Rating, 4.5 out of 5 stars
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    25 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Fire and Explosion Hazards Analysis

    Skills you'll gain: Hazard Analysis, Chemical Engineering, Incident Management, Failure Analysis, Risk Management Framework, Safety and Security, Engineering Analysis, Engineering Calculations, Estimation

    4.8
    Rating, 4.8 out of 5 stars
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    47 reviews

    Intermediate · Course · 1 - 4 Weeks

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    V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Grow Your Cannabis

    Skills you'll gain: Environment, Chemistry, Environmental Science, Plant Operations and Management, Biochemistry, Laboratory Testing

    4.1
    Rating, 4.1 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

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    A

    Aptly

    Land Your Next Role

    Skills you'll gain: Interviewing Skills, Professional Networking, LinkedIn, Goal Setting, Business Writing, Job Analysis, Applicant Tracking Systems, Compensation Analysis, Self-Awareness, Decision Making, Communication Strategies, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    P

    Parsons School of Design, The New School

    Economics: Society, Markets, and [In]equality

    Skills you'll gain: Economics, Policy, and Social Studies, Socioeconomics, Economics, Market Dynamics, Social Justice, Economic Development, Labor Relations, Sustainable Development, International Relations, World History, Global Marketing, Behavioral Economics, Innovation, Leadership, Critical Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    55 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    How to make invitations using Canva

    Skills you'll gain: Canva (Software), Graphic Design, Graphic and Visual Design, Design, Design Elements And Principles, Visual Design, Graphic and Visual Design Software, Digital Design, Creative Design, Design and Product, Event Management, Computer Programming

    4.6
    Rating, 4.6 out of 5 stars
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    43 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex AI Tabular Data: Qwik Start

    Skills you'll gain: Google Cloud Platform, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Cloud Computing, Classification Algorithms

    Intermediate · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Service Transformed: Lessons in U.S. Veteran Centered Care: University of Michigan
  • Sustainable Development - Ideas and Imaginaries: University of Copenhagen
  • Optimizing Your Google Cloud Costs: Google Cloud
  • Robot Localization with Python and Particle Filters: Coursera
  • Fire and Explosion Hazards Analysis: University of California, Davis
  • Generative AI and Model Selection: Vanderbilt University
  • Grow Your Cannabis: University of Illinois Urbana-Champaign
  • Land Your Next Role: Aptly
  • Economics: Society, Markets, and [In]equality: Parsons School of Design, The New School
  • How to make invitations using Canva: Coursera

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