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  • Math For Machine Learning

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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    Coursera

    Communication Protocols for Project Success

    Skills you'll gain: Communication Planning, Project Management, Stakeholder Management, Performance Metric, Project Management Life Cycle, Process Improvement

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience

    Mixed · Course · 1 - 4 Weeks

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    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Capstone Project

    Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary, Grammar, Intercultural Competence

    3.9
    Rating, 3.9 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Technical Writing for Software Developers

    Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI

    Beginner · Course · 1 - 3 Months

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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

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    University of Minnesota

    Analytics for Decision Making

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Data Preprocessing, Business Modeling, Business Analytics, Workforce Management, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Statistics, Predictive Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    292 reviews

    Beginner · Specialization · 3 - 6 Months

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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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    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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    Board Infinity

    Interviewer training for Hiring Managers

    Skills you'll gain: Interviewing Skills, Employee Training, Workplace inclusivity, Management Training And Development, Talent Recruitment, Training and Development, Diversity Awareness, Recruitment Strategies, Talent Acquisition, Talent Sourcing, Active Listening, Communication, Cultural Sensitivity

    Intermediate · Course · 1 - 4 Weeks

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    The University of Sydney

    Academic Skills for University Success

    Skills you'll gain: Critical Thinking, Creative Problem-Solving, Problem Solving, Editing, Research, Creative Thinking, Public Speaking, Proofreading, Brainstorming, digital literacy, Communication, Information Management, Analytical Skills, Ethical Standards And Conduct, Research Methodologies, Writing, Verbal Communication Skills, Language Competency, Complex Problem Solving, Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    7.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Optimize Python for Agentic AI

    Skills you'll gain: Performance Tuning, Artificial Intelligence, Maintainability, Python Programming, Performance Analysis, Software Architecture, Technical Writing, Program Standards

    Intermediate · Course · 1 - 4 Weeks

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

  • Communication Protocols for Project Success: Coursera
  • Prompt Engineering For New Professionals: Alex Genadinik
  • Mandarin Chinese for Intermediate Learners: Capstone Project: Shanghai Jiao Tong University
  • Traverse Trees for ML with DFS & BFS: Coursera
  • Technical Writing for Software Developers: Packt
  • AI for Healthcare Systems: University of Colorado System
  • Analytics for Decision Making: University of Minnesota
  • Sustainability for Business: University of Colorado Boulder
  • Linux Tools for Developers: The Linux Foundation
  • Interviewer training for Hiring Managers: Board Infinity

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