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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: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Tensorflow, Big Data, Extract, Transform, Load, Apache Hadoop, Apache Spark, Real Time Data, Data Processing, Data Integration, Unstructured Data, Dashboard Creation, Data Warehousing, Metadata Management, Applied Machine Learning, Data Architecture, Data Migration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    815 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
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    A

    Arizona State University

    AI-Powered K-12 Teaching and Learning

    Skills you'll gain: Generative AI, Classroom Management, Responsible AI, Differentiated Instruction, Education Software and Technology, AI Personalization, Lesson Planning, Data Ethics, AI Integrations, Digital pedagogy, Instructional and Curriculum Design, Technical Communication, Ethical Standards And Conduct, Automation, Communication Strategies, Strategic Communication, Critical Thinking

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Lund University

    A student's guide to GenAI and learning

    Skills you'll gain: Prompt Engineering, AI literacy, Brainstorming, Personal Integrity, AI Integrations, Ethical Standards And Conduct, Digital pedagogy, Learning Strategies

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Differential Equations for Engineers

    Skills you'll gain: Differential Equations, Applied Mathematics, Calculus, Integral Calculus, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Vibrations, Algebra

    4.9
    Rating, 4.9 out of 5 stars
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    2.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Enhance Student Learning with Interactive Lessons in Nearpod

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, Real Time Data, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Google Cloud

    Predict Taxi Fare with a BigQuery ML Forecasting Model

    Skills you'll gain: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    N

    New York University

    Overview of Advanced Methods of Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Market Dynamics, Risk Modeling, Financial Modeling, Machine Learning Methods, Applied Machine Learning, Credit Risk, General Lending, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
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    86 reviews

    Advanced · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    English for Teaching Purposes

    Skills you'll gain: Lecturing, Language Competency, English Language, Verbal Communication Skills, Higher Education, Professional Development, Stress Management, Multilingualism, Collaboration, Vocabulary, Grammar, Communication Strategies, Motivational Skills

    4.7
    Rating, 4.7 out of 5 stars
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    634 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    C

    Case Western Reserve University

    Mathematical Thinking for Advanced Mathematics

    Skills you'll gain: Computational Thinking, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Advanced Mathematics, Mathematical Modeling, Logical Reasoning, Deductive Reasoning, Critical Thinking, Applied Mathematics, Theoretical Computer Science, General Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Geometry, Quantitative Research, Estimation, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Peking University

    Chinese for HSK 2

    Skills you'll gain: Language Learning, Language Competency, Vocabulary, Language Interpretation, Translation, and Studies, Grammar, Oral Comprehension

    4.6
    Rating, 4.6 out of 5 stars
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    940 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Learning Google Apps Script - Automate Google Apps

    Skills you'll gain: Scripting, Email Automation, Google Workspace, Google Sheets, Automation, Spreadsheet Software, Scripting Languages, Gmail, Javascript, Hypertext Markup Language (HTML), Web Applications, Application Design, Application Development, Application Programming Interface (API), User Interface (UI)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of London

    Mathematics for Computer Science

    Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, General Mathematics, Numerical Analysis, Mathematical Modeling, Algebra, Cryptography, Logical Reasoning, Geometry, Deductive Reasoning

    4.2
    Rating, 4.2 out of 5 stars
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    282 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • AI-Powered K-12 Teaching and Learning: Arizona State University
  • A student's guide to GenAI and learning: Lund University
  • Differential Equations for Engineers: The Hong Kong University of Science and Technology
  • Enhance Student Learning with Interactive Lessons in Nearpod: Coursera
  • Predict Taxi Fare with a BigQuery ML Forecasting Model: Google Cloud
  • Overview of Advanced Methods of Reinforcement Learning in Finance: New York University
  • English for Teaching Purposes: Universitat Autònoma de Barcelona
  • Mathematical Thinking for Advanced Mathematics: Case Western Reserve University
  • Chinese for HSK 2: Peking University

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