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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


  • Status: New
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    Real Madrid Graduate School Universidad Europea

    Protecting Champions: Training for Injury Prevention

    Skills you'll gain: Accident Prevention, Kinesiology, Child Development, Working With Children, Continuous Monitoring, Data-Driven Decision-Making, Endocrinology, Real Time Data, Health Education, Data Analysis, Data Collection

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Canva for college students

    Skills you'll gain: Canva (Software), Infographics, Planning, Graphic and Visual Design Software, Design, Graphic Design, Graphical Tools, Graphic and Visual Design, Collaboration

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    ChatGPT for Creatives

    Skills you'll gain: Ideation, Prompt Engineering, Storytelling, Brainstorming, ChatGPT, Creativity, Learning Strategies, Generative AI, Responsible AI, Game Design, Storyboarding, Artificial Intelligence, Content Creation, Writing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Statistics for Genomic Data Science

    Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Logistic Regression

    4.2
    Rating, 4.2 out of 5 stars
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    378 reviews

    Mixed · Course · 1 - 4 Weeks

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    University of London

    Statistics for International Business

    Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Data Analysis, Histogram, Graphing

    3.8
    Rating, 3.8 out of 5 stars
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    314 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Questionnaire Design for Social Surveys

    Skills you'll gain: Survey Creation, Surveys, Interviewing Skills, Research Design, Data Collection, Qualitative Research, Research, Research Methodologies, Quantitative Research

    4.5
    Rating, 4.5 out of 5 stars
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    463 reviews

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Conflict Management For Everyone

    Skills you'll gain: Conflict Management, Negotiation, Emotional Intelligence, De-escalation Techniques, Active Listening, Communication Strategies, Interpersonal Communications, Composure, Tactfulness, Teamwork, Expectation Management, Collaboration, Brainstorming, Verbal Communication Skills, Interviewing Skills, Empathy, Communication, Follow Through, Contingency Planning, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Beginner · Specialization · 3 - 6 Months

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    Niel Asher Education

    Applied Acupuncture Techniques for Common Conditions

    Skills you'll gain: Manual Therapy, Athletic Training, Respiratory Therapy

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Rice University

    Linear Regression for Business Statistics

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Analytics, Microsoft Excel, Model Evaluation, Estimation, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Introduction to Programming With C#

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Debugging, .NET Framework, Microsoft Visual Studio, Microsoft Copilot, Computer Programming, Integrated Development Environments, Development Environment, Event-Driven Programming

    4.6
    Rating, 4.6 out of 5 stars
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    104 reviews

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Transforming Sales Impact for Sustainable Growth

    Skills you'll gain: Account Strategy, Account Management, Marketing Analytics, Return On Investment, Sales Management, Sales Strategy, Risk Management, Loyalty Programs, Customer Advocacy, Sales, Digital Transformation, Business Risk Management, Business Metrics, Business Transformation, Innovation, Telecommuting, Virtual Teams, Customer Relationship Building

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Parse & Normalize Data for ML Pipelines

    Skills you'll gain: Data Preprocessing, Data Pipelines, Java, Data Processing, Feature Engineering, Data Cleansing, Data Quality, Data Transformation, Data Validation, Data Access, Continuous Monitoring, Unit Testing, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 4 Weeks

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

  • Protecting Champions: Training for Injury Prevention: Real Madrid Graduate School Universidad Europea
  • Canva for college students: Coursera
  • ChatGPT for Creatives: Packt
  • Statistics for Genomic Data Science: Johns Hopkins University
  • Statistics for International Business: University of London
  • Questionnaire Design for Social Surveys: University of Michigan
  • Conflict Management For Everyone: Arizona State University
  • Applied Acupuncture Techniques for Common Conditions: Niel Asher Education
  • Linear Regression for Business Statistics: Rice University
  • Introduction to Programming With C#: Microsoft

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