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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
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    The University of Sydney

    Critical Thinking Skills for University Success

    Skills you'll gain: Critical Thinking, Deductive Reasoning, Analytical Skills, Writing, Research, Higher Education, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data for Business Analysts Using Microsoft Excel

    Skills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Presentation, Business Metrics, Data Cleansing, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    292 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Critical Thinking Skills for the Professional

    Skills you'll gain: Problem Solving, Brainstorming, Critical Thinking, Creative Thinking, Constructive Feedback, Decision Making, Analysis, Cognitive flexibility, Self-Awareness, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Deep Learning, Unsupervised Learning, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Applied Machine Learning, Machine Learning Algorithms, Generative Model Architectures, Performance Tuning

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    G

    Google Cloud

    Generative AI for Healthcare

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Generative AI Agents, Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
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    63 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
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    D

    Dassault Systèmes

    SOLIDWORKS 3D CAD for Education

    Skills you'll gain: Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Engineering Drawings, Mechanical Design, Technical Design, Prototyping, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    152 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    New York University

    Reinforcement Learning in Finance

    Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Markov Model, Financial Modeling, Securities Trading, Portfolio Management, Risk Management, Market Dynamics, Machine Learning, Estimation

    3.6
    Rating, 3.6 out of 5 stars
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    134 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Generative AI for Human Resources (HR) Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, HR Tech, ChatGPT, Human Resources Management and Planning, Human Resources, Workforce Planning, Human Resource Strategy, Data Ethics, LLM Application, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Deep Learning, Data-Driven Decision-Making, Image Quality, Employee Engagement, Recruitment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
    Free
    U

    Universitat Pompeu Fabra of Barcelona

    Audio Signal Processing for Music Applications

    Skills you'll gain: Music, Music Theory, Open Source Technology, Data Analysis Software, Python Programming, NumPy, Numerical Analysis, Computer Programming Tools

    4.8
    Rating, 4.8 out of 5 stars
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    294 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    L

    LearnKartS

    Tableau for Data Visualization and Analysis

    Skills you'll gain: Geospatial Information and Technology, Trend Analysis, Complex Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Algebra: Elementary to Advanced

    Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, General Mathematics, Analytical Skills, Probability & Statistics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    774 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking for Innovation

    Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Case Studies, Market Opportunities, Human Centered Design, Curiosity, Storytelling, Growth Mindedness, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9.1K reviews

    Beginner · Course · 1 - 3 Months

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

  • Critical Thinking Skills for University Success: The University of Sydney
  • Data for Business Analysts Using Microsoft Excel: Microsoft
  • Critical Thinking Skills for the Professional: University of California, Davis
  • Introduction to Deep Learning: University of Colorado Boulder
  • Generative AI for Healthcare: Google Cloud
  • SOLIDWORKS 3D CAD for Education: Dassault Systèmes
  • Reinforcement Learning in Finance: New York University
  • Generative AI for Human Resources (HR) Professionals: IBM
  • Audio Signal Processing for Music Applications: Universitat Pompeu Fabra of Barcelona
  • Tableau for Data Visualization and Analysis: LearnKartS

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