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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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    Edureka

    AI for Strategic Decision Intelligence

    Skills you'll gain: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    B

    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music, Instrumental Music, Music Performance, Writing, Creativity

    4.5
    Rating, 4.5 out of 5 stars
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    82 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Scrum Alliance

    AI for Product Owners

    Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, AI Enablement, Agile Methodology, Scrum (Software Development), Artificial Intelligence, Product Roadmaps, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Generative AI, Estimation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Michigan State University

    Art for Games

    Skills you'll gain: Unity Engine, Animations, 3D Modeling, Storyboarding, Color Theory, Animation and Game Design, 3D Assets, Video Game Development, Adobe Photoshop, Autodesk Maya, Computer Graphics, Game Design, Conceptual Design, Prototyping, Graphic and Visual Design, Computer Graphic Techniques, Design, Data Import/Export, Design Elements And Principles, Design Research

    4.5
    Rating, 4.5 out of 5 stars
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    430 reviews

    Beginner · Specialization · 3 - 6 Months

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    M

    McMaster University

    Experimentation for Improvement

    Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Simulation and Simulation Software, Process Optimization, Statistical Software, R Programming, Data Analysis, Statistical Analysis, R (Software), Case Studies

    4.9
    Rating, 4.9 out of 5 stars
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    928 reviews

    Intermediate · Course · 1 - 3 Months

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    Duke University

    ESG for All

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Sustainable Development, Adaptability, Governance, Accountability, Emotional Intelligence, Open Mindset, Social Impact, Discussion Facilitation, Diversity and Inclusion, Ethical Standards And Conduct, Strategic Thinking, Advocacy, Change Management, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    198 reviews

    Beginner · Specialization · 1 - 3 Months

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    U

    University of Michigan

    Web Applications for Everybody

    Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, Database Management, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Database Management Systems, Database Application, Database Development, Debugging, Web Applications, Object Oriented Programming (OOP), Application Development, Javascript

    4.7
    Rating, 4.7 out of 5 stars
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    9.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    A

    Alfaisal University | KLD

    كيفية بناء منظمة متعلمة|How to Build a Learning Organization

    Skills you'll gain: Training and Development, Knowledge Transfer, Culture Transformation, Organizational Structure, Organizational Leadership, Willingness To Learn, Organizational Change, Organizational Effectiveness, Innovation, Learning Strategies, Market Share, Business Strategy, Case Studies, Leadership

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Zero-Shot & Few-Shot Learning: Master AI with Minimal Data

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Irvine

    Strategies for Teaching Perfect Tenses and Modals

    Skills you'll gain: English Language, Grammar, Language Learning

    4.2
    Rating, 4.2 out of 5 stars
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    98 reviews

    Intermediate · Course · 1 - 3 Months

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    C

    Coursera

    Introduction to Generative AI in Finance

    Skills you'll gain: Generative AI, Fraud detection, AI Personalization, Financial Regulation, Predictive Analytics, Financial Services, Personalized Service, Financial Forecasting, Financial Trading, Retail Banking, Financial Reporting, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Automation

    3.6
    Rating, 3.6 out of 5 stars
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    68 reviews

    Beginner · Course · 1 - 4 Weeks

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    J

    JetBrains

    Kotlin for Java Developers

    Skills you'll gain: Kotlin, Object Oriented Programming (OOP), Java, Java Programming, Spring Framework, Android Development, IntelliJ IDEA, Functional Design, Interoperability, Unit Testing

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Intermediate · 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 Strategic Decision Intelligence: Edureka
  • Arranging for Songwriters: Berklee
  • AI for Product Owners: Scrum Alliance
  • Art for Games: Michigan State University
  • Experimentation for Improvement: McMaster University
  • ESG for All: Duke University
  • Web Applications for Everybody: University of Michigan
  • كيفية بناء منظمة متعلمة|How to Build a Learning Organization: Alfaisal University | KLD
  • Zero-Shot & Few-Shot Learning: Master AI with Minimal Data: Coursera
  • Strategies for Teaching Perfect Tenses and Modals: University of California, Irvine

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