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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


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Questionnaire Design for Social Surveys

    Skills you'll gain: Survey Creation, Interviewing Skills, Research Design, Data Collection, Qualitative Research, Research, Research Methodologies, Quantitative Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    463 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Collaborate Effectively for Professional Success

    Skills you'll gain: Collaboration, Virtual Teams, Collaborative Software, Teamwork, Cross-Functional Collaboration, Professional Development, Meeting Facilitation, Team Management, Communication, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    976 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Campus BBVA

    Cybersecurity for Tech Professionals

    Skills you'll gain: Incident Response, Computer Security Incident Management, Cybersecurity, Cyber Attacks, Security Information and Event Management (SIEM), Data Security, Fraud detection, Application Security, Computer Security Awareness Training, Security Awareness, Information Technology Operations, Threat Detection, Mobile Security, Identity and Access Management, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    190 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtual Machines, Virtual Networking, Computing Platforms, Software Installation, Ubuntu, Microsoft Windows, System Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Protecting Champions: Training for Injury Prevention

    Skills you'll gain: Accident Prevention, Kinesiology, Child Development, Working With Children, Continuous Monitoring, Data-Driven Decision-Making, Endocrinology, Real Time Data, Health Education, Data Analysis, Data Collection

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Developer

    Skills you'll gain: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    49K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Statistics for Genomic Data Science

    Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Logistic Regression

    4.2
    Rating, 4.2 out of 5 stars
    ·
    378 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    N

    Niel Asher Education

    Yoga Methods for Functional Well-Being

    Skills you'll gain: Manual Therapy, Exercise Therapy, Physical Therapy, Rehabilitation, Clinical Practices, Patient Evaluation, Athletic Training, Cognitive flexibility, Adaptability, Mental Health Therapies, Physical Science

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Infrastructure for Transportation Systems

    Skills you'll gain: Construction Engineering, Civil Engineering, Construction, Building Services Engineering, Civil and Architectural Engineering, HVAC, Traffic Flow Optimization, Transportation Operations, Architecture and Construction, Electrical Systems, Construction Management, Public Works, Engineering Software, Engineering Design Process, Structural Analysis, Sustainable Engineering, Construction Estimating, Building Design, Land Development, Sustainable Development

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
    New
    C

    Coursera

    Architect Resilient LLM Microservices for Scale

    Skills you'll gain: Dependency Analysis, LLM Application, Microservices, Service Management, Configuration Management, Cloud Computing Architecture, Failure Analysis, Application Deployment, Data Storage Technologies, Scalability, Cloud Deployment, Site Reliability Engineering, Software Development, Solution Architecture, Cloud-Native Computing, Maintainability, Software Architecture, Systems Architecture, Service Recovery, Reliability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Neural Networks, Robotics, Machine Learning Algorithms, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
    ·
    583 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Scrum Alliance

    Agile for the Modern Product Manager

    Skills you'll gain: Prompt Engineering, User Story, Responsible AI, Business Metrics, Agile Product Development, Performance Metric, Performance Measurement, Prompt Engineering Tools, Data-Driven Decision-Making, Data Storytelling, Key Performance Indicators (KPIs), Team Building, AI Workflows, Technical Communication, Product Planning, Brainstorming, Agile Project Management, Agile Methodology, Generative AI, Project Management

    Beginner · Specialization · 3 - 6 Months

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

  • Questionnaire Design for Social Surveys: University of Michigan
  • Collaborate Effectively for Professional Success: IBM
  • Cybersecurity for Tech Professionals: Campus BBVA
  • Virtualization for Everyone: Pearson
  • Protecting Champions: Training for Injury Prevention: Real Madrid Graduate School Universidad Europea
  • Preparing for Google Cloud Certification: Cloud Developer: Google Cloud
  • Statistics for Genomic Data Science: Johns Hopkins University
  • Yoga Methods for Functional Well-Being: Niel Asher Education
  • Infrastructure for Transportation Systems: L&T EduTech
  • Architect Resilient LLM Microservices for Scale: Coursera

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