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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


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    The Hong Kong University of Science and Technology

    Business English for Cross-cultural Communication

    Skills you'll gain: Business Ethics, Business Communication, English Language, Intercultural Competence, Public Speaking, Verbal Communication Skills, Cultural Diversity, Business Writing, Business, Vocabulary, Cultural Sensitivity, Negotiation

    4.7
    Rating, 4.7 out of 5 stars
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    411 reviews

    Mixed · Course · 1 - 3 Months

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    AI CERTs

    AI for Video Production

    Skills you'll gain: AI Personalization, Video Production, Media Production, Photo/Video Production and Technology, Video Editing, Videography, Image Analysis, Storytelling, Generative AI, Artificial Intelligence, Real Time Data, AI Workflows, Image Quality, Editing, Deep Learning

    Intermediate · Course · 1 - 3 Months

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    IBM

    Generative AI for Data Engineers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Snowflake Schema, Star Schema, Responsible AI, Data Warehousing, Data Ethics, Real Time Data, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Personalization, Machine Learning, Context Management

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Vanderbilt University

    Java for Android

    Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Debugging, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    3.1K reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Multimodal Literacies: Communication and Learning in the Era of Digital Media

    Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Digital pedagogy, Literacy, Oral Expression, digital literacy, Learning Styles, Media and Communications, Multimedia, Higher Education, Cultural Diversity, Writing, Non-Verbal Communication

    4.7
    Rating, 4.7 out of 5 stars
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    176 reviews

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    ESG for All

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Sustainable Development, Adaptability, Governance, Accountability, Emotional Intelligence, Open Mindset, Social Impact, Discussion Facilitation, Diversity and Inclusion, Ethical Standards And Conduct, Strategic Thinking, Advocacy, Change Management, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    197 reviews

    Beginner · Specialization · 1 - 3 Months

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    Creo Incubator

    Well-being for Entrepreneurs

    Skills you'll gain: Stress Management, Personal Development, Resilience, Personal Attributes, Self-Awareness, Productivity, Mindfulness, Health And Wellness Coaching, Mental Health, Professional Development, Growth Mindedness, Self-Motivation, Behavioral Health, Time Management, Goal Setting

    Beginner · Course · 1 - 3 Months

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    Duke University

    Copyright for Multimedia

    Skills you'll gain: Intellectual Property, Data Sharing, Multimedia, Music, Video Production, Electronic Media, Law, Regulation, and Compliance, Photography

    4.6
    Rating, 4.6 out of 5 stars
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    437 reviews

    Mixed · Course · 1 - 3 Months

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    Automatic Data Processing, Inc. (ADP)

    Essential Skills for Comp & Benefits Professionals

    Skills you'll gain: Data Collection, Data Visualization, Data-Driven Decision-Making, Microsoft Excel, Project Management, Data Analysis, Compensation and Benefits, Google Sheets, Timelines, Data Cleansing, Agile Methodology, Employee Surveys, Focus Group

    4.4
    Rating, 4.4 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    The Hong Kong University of Science and Technology

    Mathematics for Engineers: The Capstone Course

    Skills you'll gain: Matlab, Engineering Analysis, Finite Element Methods, Mathematical Software, Mechanical Engineering, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Simulation and Simulation Software, Differential Equations, Calculus

    5
    Rating, 5 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Virtual Interviewing for HR

    Skills you'll gain: Follow Through, Culture Transformation, Customer experience improvement, Communication, Video Production

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Damping Strategies for NVH

    Skills you'll gain: Vibrations, Value Engineering, Failure Analysis, Engineering Analysis, Mechanical Design, Engineering Design Process, Mechanical Engineering, Engineering Calculations, Industrial Design, Materials science, Material Handling, Industrial Engineering, Design, Analysis, Innovation, Application Development

    Intermediate · Course · 1 - 4 Weeks

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

  • Business English for Cross-cultural Communication: The Hong Kong University of Science and Technology
  • AI for Video Production: AI CERTs
  • Generative AI for Data Engineers: IBM
  • Java for Android: Vanderbilt University
  • Multimodal Literacies: Communication and Learning in the Era of Digital Media : University of Illinois Urbana-Champaign
  • ESG for All: Duke University
  • Well-being for Entrepreneurs: Creo Incubator
  • Copyright for Multimedia: Duke University
  • Essential Skills for Comp & Benefits Professionals: Automatic Data Processing, Inc. (ADP)
  • Mathematics for Engineers: The Capstone Course: The Hong Kong University of Science and Technology

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