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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


  • S

    Starweaver

    AI Product & Process Excellence

    Skills you'll gain: Business Process Modeling, Process Modeling, Responsible AI, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Product Management, AI Enablement, ChatGPT, Sustainable Development, Social Impact, Generative AI, Generative AI Agents, Customer Insights, Innovation, Sustainability Reporting, Prompt Engineering, Data Strategy, Business Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Supply Chain of Agriculture

    Skills you'll gain: Land Management, Supply Chain, Food and Beverage, Environmental Issue, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Supply Chain Management, Supply Chain Planning, Production Process, Production Planning, Supply And Demand, Production Management, Environment and Resource Management, Market Dynamics, Economics, Resource Utilization, Technology Solutions, Consumer Behaviour, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google

    Organize Projects and Measure Productivity with Scrum

    Skills you'll gain: Data-Driven Decision-Making, Project Performance, Product Improvement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Tailwind CSS

    Skills you'll gain: Typography, Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, UI Components, Web Design, Web Design and Development, Front-End Web Development, Animations, Mockups, User Interface (UI), User Interface (UI) Design, Web Development, Color Theory, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Goldman Sachs

    Fundamentals of Funding, with Goldman Sachs 10,000 Women

    Skills you'll gain: Grant Applications, Grant Writing, Business Planning, Financial Planning, Entrepreneurial Finance, Growth Strategies, Financial Management, Business Strategy, Proposal Development, Financial Analysis, Mergers & Acquisitions, Financial Acumen, Loans, Fundraising, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    261 reviews

    Mixed · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    JSON and Natural Language Processing in PostgreSQL

    Skills you'll gain: PostgreSQL, JSON, Text Mining, Query Languages, SQL, Databases, Natural Language Processing, Database Management, Application Programming Interface (API), Data Storage, Python Programming, Scripting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    151 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Project Management - Initiation and Planning

    Skills you'll gain: Scope Management, Work Breakdown Structure, Project Scoping, Feasibility Studies, Project Management Life Cycle, Contract Management, Project Management, Change Management, Claims Processing, Project Planning, Organizational Structure, Legal Risk, Bidding

    4.7
    Rating, 4.7 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    New York University

    Enterprise and Infrastructure Security

    Skills you'll gain: Cyber Attacks, Infrastructure Security, Mobile Security, Enterprise Security, Cyber Risk, Cyber Governance, Cyber Security Policies, Cybersecurity, IT Security Architecture, Cloud Security, NIST 800-53, Hybrid Cloud Computing, Security Awareness, Security Controls, Risk Management Framework, Blockchain, Internet Of Things, Cryptographic Protocols, Cryptography, Data Integrity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    683 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Build Website with HTML, JavaScript, AngularJS, and React

    Skills you'll gain: Angular, Cascading Style Sheets (CSS), Web Design and Development, Front-End Web Development, Responsive Web Design, jQuery, React.js, Javascript, Web Applications, JavaScript Frameworks, Frontend Integration, Application Frameworks, Web Development, UI Components, digital literacy, Web Content Accessibility Guidelines, User Interface (UI), Event-Driven Programming, Maintainability

    4.4
    Rating, 4.4 out of 5 stars
    ·
    50 reviews

    Beginner · Specialization · 1 - 3 Months

  • S

    SkillUp

    Business Analysis: Process Modeling & Requirements Gathering

    Skills you'll gain: Business Analysis, Business Analysis Tools, Business Process Modeling, Process Optimization, Requirements Management, Business Systems Analysis, Business Requirements, Process Modeling, Process Improvement and Optimization, Process Analysis, Data Modeling, Stakeholder Analysis, Requirements Elicitation, Agile Methodology, Requirements Analysis, Stakeholder Management, Process Management, Business Process, Process Improvement, User Story

    4.6
    Rating, 4.6 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Custom Reports in Google Analytics

    Skills you'll gain: Google Analytics, Ad Hoc Reporting, Performance Reporting, Web Analytics, Marketing, Web Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    170 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • AI Product & Process Excellence: Starweaver
  • Supply Chain of Agriculture: University of Illinois Urbana-Champaign
  • Organize Projects and Measure Productivity with Scrum: Google
  • Tailwind CSS: Scrimba
  • Fundamentals of Funding, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • JSON and Natural Language Processing in PostgreSQL: University of Michigan
  • Project Management - Initiation and Planning: L&T EduTech
  • Enterprise and Infrastructure Security: New York University
  • Build Website with HTML, JavaScript, AngularJS, and React: Board Infinity

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