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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

    University of Alberta

    Sample-based Learning Methods

    Skills you'll gain: Reinforcement Learning, Sampling (Statistics), Machine Learning Algorithms, Simulations, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Predictive Modeling, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    H

    High Tech High Graduate School of Education

    Learning Mindsets & Skills

    Skills you'll gain: Education and Training, Teaching, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Experimentation, Psychological Evaluations, Discussion Facilitation

    3.9
    Rating, 3.9 out of 5 stars
    ·
    58 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning Capstone: The Reflective Practitioner

    Skills you'll gain: Lesson Planning, Teaching, Curriculum Planning, Pedagogy, Professional Development, Peer Review, Constructive Feedback, Student Engagement, Instructional Strategies, Human Learning, Growth Mindedness, Collaboration

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    U

    Università di Napoli Federico II

    Français Débutant A1

    4
    Rating, 4 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Python Project for Data Science

    Skills you'll gain: Dashboard, Pandas (Python Package), Data Presentation, Web Scraping, Jupyter, Data Analysis, Data Science, Data Processing, Data Manipulation, Python Programming, Data Collection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    4.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Accomplishment STAR Techniques for Job Interviews

    Skills you'll gain: Interviewing Skills, Storytelling, Problem Solving, Professional Development, Initiative and Leadership, Concision, Verbal Communication Skills, Teamwork, Job Analysis, Communication, Business Writing

    4.6
    Rating, 4.6 out of 5 stars
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    413 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Leadership Communication for Maximum Impact: Storytelling

    Skills you'll gain: Leadership, Corporate Communications, Strategic Communication, Storytelling, Business Leadership, Media Relations, Stakeholder Communications, Public Relations, Innovation, Crisis Management, Communication, Branding

    4.5
    Rating, 4.5 out of 5 stars
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    1.3K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    T

    The University of Edinburgh

    How to Create an Online Course

    Skills you'll gain: Educational Materials, Learning Strategies, Instructional Design, Web Content Accessibility Guidelines, Learning Management Systems, Web Content, Education Software and Technology, User Centered Design, Creative Thinking, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    222 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Learning with AI

    Skills you'll gain: Large Language Modeling, LLM Application, Learning Strategies, Education Software and Technology, AI Personalization, Lifelong Learning, Human Learning, Adult Learning Principles, Artificial Intelligence, Student-Centred Learning, Generative AI, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Digital Marketing

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Generative AI, Digital Advertising, Email Marketing, ChatGPT, Digital Marketing, Marketing Automation, AI Personalization, Advertising Campaigns, Marketing, Marketing Strategies, Content Creation, Keyword Research, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Search Engine Optimization, Deep Learning, Image Quality

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI for Project Managers and Scrum Masters

    Skills you'll gain: Agile Project Management, Forecasting, Sprint Planning, Agile Methodology, Workflow Management, Project Management Software, Innovation, Project Management Life Cycle, Project Management, Data-Driven Decision-Making, Automation, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Change Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    131 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Learning to be caregivers for people with chronic conditions

    Skills you'll gain: Caregiving, Care Management, Home Health Care, Long Term Care, Compassion, Patient Education and Support, Critical Thinking and Problem Solving, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability

    Beginner · Course · 1 - 3 Months

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1…505152…834

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

  • Sample-based Learning Methods: University of Alberta
  • Learning Mindsets & Skills: High Tech High Graduate School of Education
  • Foundations of Teaching for Learning Capstone: The Reflective Practitioner: Commonwealth Education Trust
  • Français Débutant A1: Università di Napoli Federico II
  • Python Project for Data Science: IBM
  • Accomplishment STAR Techniques for Job Interviews: Coursera
  • Leadership Communication for Maximum Impact: Storytelling: Northwestern University
  • How to Create an Online Course: The University of Edinburgh
  • Learning with AI: Politecnico di Milano
  • Generative AI for Digital Marketing: IBM

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