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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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    Status: Free Trial
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    Coursera

    Brand Logos for Digital Impact

    Skills you'll gain: Branding, Marketing Design, Style Guides, Digital Marketing, Operational Excellence, Marketing Materials, Graphic Design

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Canva for teachers

    Skills you'll gain: Canva (Software), Digital pedagogy, Teaching, Developing Training Materials, Design, Graphic Design, Content Creation, Creativity

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    AI Business School

    AI for Marketing

    Skills you'll gain: Prompt Engineering, Agentic Workflows, Agentic systems, AI Workflows, Generative AI, No-Code Development, Responsible AI, Risk Management, Generative AI Agents, AI Personalization, AI Enablement, Marketing Automation, Project Design, Training Programs, LLM Application, Digital Transformation, Artificial Intelligence, Ideation, Innovation, Productivity

    3.6
    Rating, 3.6 out of 5 stars
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    7 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Financial Statements for Liquidity Insights

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Market Liquidity, Case Studies, Financial Analysis, Cash Flows, Working Capital, Balance Sheet, Data Storytelling, Benchmarking, Financial Modeling, Verbal Communication Skills, Financial Data, Income Statement, Communication, Data Analysis, Performance Analysis, Trend Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado System

    Data Warehousing for Business Intelligence

    Skills you'll gain: Database Design, Data Warehousing, Relational Databases, Business Intelligence, Decision Support Systems, Data Modeling, Database Management Systems, Data Visualization, Database Management, Dashboard, Business Process Management, SQL, Star Schema, Data Governance, Oracle Databases, Data Integration, Performance Measurement, MicroStrategy, Extract, Transform, Load, Business Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    4.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    University of Colorado System

    Mathematical Foundations for Cryptography

    Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
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    334 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    OpenAI for Beginners: AI Assistants for Project Managers

    Skills you'll gain: No-Code Development, Generative AI, AI Product Strategy, Application Deployment, LLM Application, AI Enablement, OpenAI, Project Management, Prompt Engineering

    3.8
    Rating, 3.8 out of 5 stars
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    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
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    University of Colorado System

    AI for Healthcare Systems

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Agentic Workflows, Data Governance, AI Enablement, Health Systems, Health Informatics, Machine Learning Algorithms, Artificial Intelligence, Digital Transformation, Healthcare Industry Knowledge, Generative AI Agents, Machine Learning, Model Evaluation, Health Technology, Applied Machine Learning, Health Information Management, Information Technology, Information Systems

    4.3
    Rating, 4.3 out of 5 stars
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    23 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado Boulder

    Sustainability for Business

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Performance Measurement, Strategic Partnership, Sustainable Development, Corporate Strategy, Sustainability Standards, Procurement, Business Strategies, Business Operations, Business Leadership, Organizational Strategy, Climate Change Mitigation, Business Ethics, Supply Chain Management, Systems Thinking, Communication

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Beginner · Specialization · 1 - 3 Months

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    L&T EduTech

    Formwork for concreting

    Skills you'll gain: Construction, Construction Engineering, Building Codes, Construction Management, Building Information Modeling, Construction Estimating, Cost Estimation, Structural Engineering, Commercial Construction, Blueprint Reading, Engineering Drawings, Civil and Architectural Engineering, Construction Inspection, Safety Standards, Engineering Practices, Value Engineering, Visualization (Computer Graphics), Architectural Drawing, Failure Analysis, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Advanced · Specialization · 1 - 3 Months

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    The Linux Foundation

    Linux Tools for Developers

    Skills you'll gain: Bash (Scripting Language), File Systems, Package and Software Management, Linux, Command-Line Interface, Unix Commands, Linux Commands, Shell Script, Scripting, Software Development Tools, File Management, Scripting Languages, Program Development, System Programming, Java, Debugging

    4.6
    Rating, 4.6 out of 5 stars
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    732 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Terraform for absolute beginners

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Microsoft Azure, IT Automation, DevOps

    4.3
    Rating, 4.3 out of 5 stars
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    192 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Brand Logos for Digital Impact: Coursera
  • Canva for teachers: Coursera
  • AI for Marketing: AI Business School
  • Financial Statements for Liquidity Insights: Coursera
  • Data Warehousing for Business Intelligence: University of Colorado System
  • Mathematical Foundations for Cryptography: University of Colorado System
  • OpenAI for Beginners: AI Assistants for Project Managers: Coursera
  • AI for Healthcare Systems: University of Colorado System
  • Sustainability for Business: University of Colorado Boulder
  • Formwork for concreting: L&T EduTech

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