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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


  • N

    National Academy of Sports Medicine

    Aligning Diet and Exercise

    Skills you'll gain: Exercise Science, Nutrition and Diet, Sports Medicine, Nutrition Education, Kinesiology, Health And Wellness Coaching

    4.8
    Rating, 4.8 out of 5 stars
    ·
    252 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Business Analytics Executive Overview

    Skills you'll gain: Data Visualization, Business Analytics, Data Presentation, Analytics, Interactive Data Visualization, Data Literacy, Data Analysis, Business Intelligence, Analytical Skills, Business Analysis, Advanced Analytics, Analysis, Data-Driven Decision-Making, Trend Analysis, Predictive Analytics, Data Strategy, Data Warehousing, Data Science, Workforce Planning, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    282 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    Technion - Israel Institute of Technology

    Nanotechnology and Nanosensors, Part 2

    Skills you'll gain: Materials science, Engineering, Scientific, and Technical Instruments, Semiconductors, Biomedical Technology, Medical Devices, Sensory Systems Analysis, Chemical and Biomedical Engineering, Chemistry, Electronics Engineering, Analytical Chemistry, Chemical Engineering, Manufacturing Processes

    4.8
    Rating, 4.8 out of 5 stars
    ·
    239 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Goldman Sachs

    Fundamentals of Operations, with Goldman Sachs 10,000 Women

    Skills you'll gain: Process Mapping, Process Analysis, Operational Efficiency, Business Operations, Operational Excellence, Operations Management, Operational Analysis, Process Management, Operations, Business Process, Business Process Improvement, Process Improvement and Optimization, Process Improvement, Customer experience improvement, Continuous Improvement Process, Business Development, Growth Strategies, Technology Strategies, Business Technologies, Technology Solutions

    4.6
    Rating, 4.6 out of 5 stars
    ·
    386 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Project Risk Management

    Skills you'll gain: Project Risk Management, Risk Management, Risk Management Framework, Risk Analysis, Risk Mitigation, Business Risk Management, Project Management, Governance Risk Management and Compliance, Stakeholder Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    156 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    CompTIA Practice

    Skills you'll gain: Network Troubleshooting, Help Desk Support, System Configuration, Computer Hardware, Networking Hardware, Hardware Troubleshooting, Technical Support and Services, Technical Support, Peripheral Devices, System Support, Desktop Support, General Networking

    3.4
    Rating, 3.4 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Fundamentals of Analytics on AWS

    Skills you'll gain: Data-Driven Decision-Making, Data Lakes, Data Storage Technologies, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Data Storage, Amazon Web Services, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    66 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Approximation Algorithms and Linear Programming

    Skills you'll gain: Operations Research, Algorithms, Graph Theory, Network Model, Combinatorics, Mathematical Modeling, Theoretical Computer Science, Model Optimization, Python Programming, Network Analysis

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Data Preprocessing, Supervised Learning

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Chemical Engineering Thermodynamics 1

    Skills you'll gain: Energy and Utilities, Chemical Engineering, Chemistry, Chemical and Biomedical Engineering, Engineering, Process Engineering, Thermal Management, Environmental Issue, Sustainable Engineering, Biological Engineering, Physics, Physical Science, Process Analysis, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The University of Edinburgh

    哲学导论(中文版)

    Skills you'll gain: Liberal Arts, Scientific Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    206 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Build a Website using an API with HTML, JavaScript, and JSON

    Skills you'll gain: JSON, Restful API, HTML and CSS, Web Design, Web Design and Development, Cloud API, Hypertext Markup Language (HTML), Web Development, Application Programming Interface (API), Cascading Style Sheets (CSS), Web Applications, Real Time Data, Javascript

    4.3
    Rating, 4.3 out of 5 stars
    ·
    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

1…759760761…834

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

  • Aligning Diet and Exercise: National Academy of Sports Medicine
  • Business Analytics Executive Overview: University of Illinois Urbana-Champaign
  • Nanotechnology and Nanosensors, Part 2: Technion - Israel Institute of Technology
  • Fundamentals of Operations, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Project Risk Management: Coursera
  • CompTIA Practice: LearnQuest
  • Fundamentals of Analytics on AWS: Amazon Web Services
  • Approximation Algorithms and Linear Programming : University of Colorado Boulder
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Chemical Engineering Thermodynamics 1: Korea Advanced Institute of Science and Technology(KAIST)

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