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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: Free Trial
    Free Trial
    U

    Universitat Autònoma de Barcelona

    Motores gráficos en videojuegos: game engine

    Skills you'll gain: Video Game Development, Computer Graphics, Visualization (Computer Graphics), 3D Assets, Microsoft Visual Studio, Computer Graphic Techniques, C++ (Programming Language), Artificial Intelligence, User Interface (UI), Animations, Application Development

    3.9
    Rating, 3.9 out of 5 stars
    ·
    105 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Implementación de Actividades PhET para la Educación STEM

    Skills you'll gain: Education Software and Technology, Mathematics Education, Digital pedagogy, Simulations, User Feedback

    4.9
    Rating, 4.9 out of 5 stars
    ·
    90 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Analytical Solutions to Common Healthcare Problems

    Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Fraud detection, Analytics, Data Integration, Data Analysis, Clinical Data Management, Data Transformation, Quality Assessment, Risk Analysis, Data Quality, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    35 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Simplilearn

    Programming with C ++

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Computer Programming, Programming Principles, Algorithms, Data Structures, Data Manipulation

    4.4
    Rating, 4.4 out of 5 stars
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    59 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    3D Printing Capstone

    Skills you'll gain: 3D Modeling, Product Design, Design Thinking, Innovation, Manufacturing Processes, Computer-Aided Design, Prototyping, Product Development, Production Process, Social Impact, Materials science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Crafting Personalized Content with Gen AI: Create a Campaign

    Skills you'll gain: Prompt Engineering, AI Personalization, Target Audience, Marketing Materials, ChatGPT, Customer Insights, Generative AI, Marketing Analytics, Email Marketing, Social Media Campaigns, Content Creation

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Business Strategy: Business Model Canvas Analysis with Miro

    Skills you'll gain: Miro AI, Value Propositions, Business Modeling, Product Development, Business Analysis, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Innovation, Entrepreneurship

    4.5
    Rating, 4.5 out of 5 stars
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    146 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Industry 4.0: PLM, Value Chain, and Smart Factory

    Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Robotic Process Automation, Production Process, Automation, Enterprise Resource Planning, Supply Chain Management, Plant Operations and Management, Internet Of Things, Facility Management and Maintenance, Digital Transformation, Real Time Data, Augmented Reality

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U
    S

    Multiple educators

    Sustainable and Resilient Operations and Supply Chains

    Skills you'll gain: Sustainable Design, Sustainable Business, Sustainable Technologies, Sustainable Engineering, Operations Management, Business Leadership, Waste Minimization, Manufacturing Operations, Corporate Sustainability, Environmental Resource Management, Environmental Engineering, Product Design, Systems Thinking, Manufacturing Processes, Digital Transformation

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Customer-Centric CRM Strategy and Management

    Skills you'll gain: Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer experience strategy (CX), Customer Success Management, Customer Acquisition Management, Customer Analysis, Customer Data Management, Brand Loyalty, Customer Retention, Customer Relationship Building, Customer Engagement, Organizational Strategy, Marketing Automation, Case Studies, Value Propositions, Market Analysis, Portfolio Management, Analysis, Business Strategy, Competitive Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    What are the Chances? Probability and Uncertainty in Statistics

    Skills you'll gain: Statistics, Regression Analysis, Probability, Statistical Hypothesis Testing, Probability Distribution, Statistical Analysis, Statistical Inference, Sampling (Statistics), Combinatorics

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Building a Generative AI-Ready Organization

    Skills you'll gain: AI Enablement, AI Product Strategy, Generative AI Agents, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Decision Making, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, Project Implementation, Technology Solutions

    4.5
    Rating, 4.5 out of 5 stars
    ·
    94 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Motores gráficos en videojuegos: game engine: Universitat Autònoma de Barcelona
  • Implementación de Actividades PhET para la Educación STEM: University of Colorado Boulder
  • Analytical Solutions to Common Healthcare Problems: University of California, Davis
  • Programming with C ++: Simplilearn
  • 3D Printing Capstone: University of Illinois Urbana-Champaign
  • Crafting Personalized Content with Gen AI: Create a Campaign: Coursera
  • Business Strategy: Business Model Canvas Analysis with Miro: Coursera
  • Industry 4.0: PLM, Value Chain, and Smart Factory: L&T EduTech
  • Sustainable and Resilient Operations and Supply Chains: University of Colorado Boulder
  • Customer-Centric CRM Strategy and Management: EDUCBA

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