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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


  • T

    Tel Aviv University

    The Emergence of the Modern Middle East - Part II

    Skills you'll gain: Political Sciences, World History, International Relations, Policy Analysis, Social Studies, Diplomacy, Social Justice, Culture, Governance, Sociology, Security Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    519 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Electronics Engineering, Electrical and Computer Engineering, Hardware Design, Electronic Components, Materials science, Engineering Calculations, Mathematical Modeling, Physics

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    ·
    52 reviews

    Advanced · Course · 1 - 3 Months

  • U

    Universidad Austral

    Jugar y Aprender Matemática en aulas heterogéneas

    Skills you'll gain: Mathematics Education, Childhood Education and Development, Geometry, Arithmetic, Pedagogy, General Mathematics, Learning Theory

    4.9
    Rating, 4.9 out of 5 stars
    ·
    176 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Damaged Car Parts with Vertex AutoML Vision

    Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Image Analysis, Model Deployment, Computer Vision, Machine Learning, Predictive Analytics, Cloud Storage, Cloud API

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Project · Less Than 2 Hours

  • G

    Google

    Google Data-Driven Decision Making

    Skills you'll gain: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Communication Strategies, Analytics, Prompt Patterns, Statistical Methods, Data Infrastructure, Stakeholder Communications, Responsible AI, Data Analysis Software, Spreadsheet Software, Verbal Communication Skills

    4.7
    Rating, 4.7 out of 5 stars
    ·
    77 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    SAS

    Modeling Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Statistical Analysis, Statistical Methods, Data Analysis Software, Predictive Modeling, Statistical Modeling, Statistical Software, Bayesian Statistics, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Introduction to Corporate Communications

    Skills you'll gain: Corporate Communications, Storytelling, Internal Communications, Social Media, Employee Engagement, Telecommuting, Public Relations, Business Communication, Communication Strategies, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    NIIT

    RESTful Microservices Using Node.js and Express

    Skills you'll gain: Node.JS, API Gateway, MySQL, Restful API, MongoDB, OAuth, Microservices, NoSQL, Object-Relational Mapping, Application Programming Interface (API), Database Design, Relational Databases, Unit Testing, SQL, Cloud Deployment, Databases, MySQL Workbench, Data Persistence, Server Side, Javascript

    3.6
    Rating, 3.6 out of 5 stars
    ·
    115 reviews

    Intermediate · Specialization · 3 - 6 Months

  • W

    Whizlabs

    Exam Prep AI-102: Microsoft Azure AI Engineer Associate

    Skills you'll gain: Responsible AI, Microsoft Azure, Data Ethics, Natural Language Processing, Image Analysis, Generative AI, Artificial Intelligence, Cloud Solutions, Large Language Modeling, AI Security, Computer Vision, OpenAI, OpenAI API, LLM Application, AI Integrations, Model Deployment, Key Management, Python Programming, Model Evaluation

    3.4
    Rating, 3.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • R

    Red Hat

    Fundamentals of Containers, Kubernetes and OpenShift

    Skills you'll gain: OpenShift, Application Deployment, Kubernetes, Containerization, Cloud-Native Computing, Data Persistence, Application Performance Management, Configuration Management, Application Lifecycle Management, Package and Software Management, Command-Line Interface, Network Routing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to the Tidyverse

    Skills you'll gain: Tidyverse (R Package), Data Wrangling, R (Software), Data Transformation, Data Manipulation, R Programming, Data Science, Exploratory Data Analysis, Data Analysis, Data Management, File Management, Data Visualization, Data Import/Export

    4.4
    Rating, 4.4 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Minnesota

    Mindfulness in Integrative Healthcare

    Skills you'll gain: Meditation & Breathwork, Patient Education And Counseling, Mindfulness, Contraindication, Pain Management, Patient Referral, Health Assessment, Patient Education and Support, Patient Communication, Self-Awareness, Personal Development, Stress Management, Mental Health, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    233 reviews

    Beginner · Course · 1 - 3 Months

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

  • The Emergence of the Modern Middle East - Part II: Tel Aviv University
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • Jugar y Aprender Matemática en aulas heterogéneas: Universidad Austral
  • Identify Damaged Car Parts with Vertex AutoML Vision: Google Cloud
  • Google Data-Driven Decision Making: Google
  • Modeling Time Series and Sequential Data: SAS
  • Introduction to Corporate Communications: University of California, Irvine
  • RESTful Microservices Using Node.js and Express: NIIT
  • Exam Prep AI-102: Microsoft Azure AI Engineer Associate: Whizlabs
  • Fundamentals of Containers, Kubernetes and OpenShift: Red Hat

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