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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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    Duke University

    ESG Communication for Inclusive Dialogue

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Emotional Intelligence, Discussion Facilitation, Diversity and Inclusion, Empathy & Emotional Intelligence, Social Justice, Communication, Sustainable Development, Cultural Responsiveness, Active Listening, Climate Change Adaptation

    4.7
    Rating, 4.7 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universitat Politècnica de València

    Cybersecurity basics for everyone

    Skills you'll gain: Cybersecurity, Cyber Attacks, Computer Security Awareness Training, Encryption, Security Awareness, Data Security, Personally Identifiable Information, Cyber Risk, Malware Protection, General Data Protection Regulation (GDPR), Information Privacy, Multi-Factor Authentication, Identity and Access Management

    Beginner · Course · 1 - 4 Weeks

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    Infosec

    Advanced Python Scripting for Cybersecurity

    Skills you'll gain: Network Analysis, Network Security, Cyber Operations, Intrusion Detection and Prevention, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Brute-force attacks, Scripting, Authentications, Vulnerability Assessments, Python Programming, Data Access, System Monitoring, Systems Analysis, Automation

    4.5
    Rating, 4.5 out of 5 stars
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    77 reviews

    Beginner · Specialization · 1 - 3 Months

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    Niel Asher Education

    Sports Nutrition Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Nutrition and Diet, Nutrition Care Plans, Nutritional Assessment, Athletic Training, Nutrition Education, Meal Planning And Preparation, Needs Assessment, Physical Therapy, Manual Therapy

    Intermediate · Course · 1 - 3 Months

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    U

    University of Maryland, College Park

    Master Class for Corporate Entrepreneurs

    Skills you'll gain: Proposal Development, Innovation, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Corporate Strategy, Corporate Finance, New Product Development, Strategic Thinking, Business Strategy, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
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    128 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Gemini for Network Engineers

    Skills you'll gain: Gemini, Google Cloud Platform, Virtual Networking, Network Planning And Design, Prompt Engineering Tools, General Networking, Network Engineering, Network Architecture

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI for Marketing Teams

    Skills you'll gain: Generative AI Agents, Marketing Operations, Innovation, Marketing Management, Team Management, Team Building, Project Management, Data-Driven Decision-Making, Cross-Functional Collaboration, Content Creation, Leadership Development, Communication Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Inferential and Predictive Statistics for Business

    Skills you'll gain: Statistical Inference, Business Analytics, Analytics, Statistical Analysis, Statistical Hypothesis Testing, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Probability & Statistics, Predictive Analytics, Microsoft Excel

    4.8
    Rating, 4.8 out of 5 stars
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    871 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Scrimba

    UI Design for Web Developers

    Skills you'll gain: Responsive Web Design, Browser Compatibility, User Interface (UI) Design, HTML and CSS, User Interface (UI), Cascading Style Sheets (CSS), Web Design, Figma (Design Software), Web Design and Development, Front-End Web Development, Maintainability, Mockups, Web Content Accessibility Guidelines, Layout Design, Usability, Prototyping, Web Development, Javascript, Web Development Tools, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Niel Asher Education

    Sports Massage Principles for Performance and Recovery

    Skills you'll gain: Sports Medicine, Patient Evaluation, Rehabilitation, Athletic Training, Treatment Planning, Manual Therapy, Patient Education And Counseling, Physical Therapy, Pain Management, Exercise Science, Patient Treatment, Kinesiology, Injury Prevention, Anatomy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Workforce Planning, Professional Development, LinkedIn, Artificial Intelligence, Machine Learning, Productivity, Talent Sourcing, Compensation and Benefits, Data Science, Data Analysis, Recruitment, Data Architecture, Presentations, Technical Management, Big Data

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Specialization · 1 - 3 Months

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    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Debugging, Mathematical Modeling, Advanced Mathematics, Operations Research, Computational Logic, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
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    139 reviews

    Intermediate · Course · 1 - 3 Months

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

  • ESG Communication for Inclusive Dialogue: Duke University
  • Cybersecurity basics for everyone: Universitat Politècnica de València
  • Advanced Python Scripting for Cybersecurity: Infosec
  • Sports Nutrition Principles for Performance and Recovery: Niel Asher Education
  • Master Class for Corporate Entrepreneurs: University of Maryland, College Park
  • Gemini for Network Engineers: Google Cloud
  • GenAI for Marketing Teams: Coursera
  • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
  • UI Design for Web Developers: Scrimba
  • Sports Massage Principles for Performance and Recovery: Niel Asher Education

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