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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
    Free
    F

    Fundação Lemann

    Fundamentos do Google para o Ensino

    Skills you'll gain: Google Workspace, Collaborative Software, Education Software and Technology, Document Management, Digital pedagogy, Data Sharing, Gmail, Learning Management Systems, Spreadsheet Software, File Management, Web Presence, Cloud Storage, Content Management Systems, Geospatial Mapping, Web Content, Virtual Environment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    226 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    How to design Facebook and IG stories using Canva

    Skills you'll gain: Canva (Software), Animations, Visual Storytelling, Content Creation, Social Media, Social Media Content, Graphical Tools, Design, Graphic Design, Digital Marketing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    173 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    É

    École Polytechnique Fédérale de Lausanne

    Mécanique : Solide Indéformable

    Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Structural Analysis, Differential Equations, Applied Mathematics, Physics, Mathematical Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    34 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Model Optimization, Deep Learning, Data Compilation, Model Training, Statistical Analysis, Artificial Neural Networks, Model Evaluation, Performance Tuning, Applied Machine Learning, Machine Learning, Algorithms, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    How Do We Manage Climate Change?

    Skills you'll gain: Climate Change Mitigation, Climate Change Programs, Risk Management, Climate Change Adaptation, Mitigation, Risk Mitigation, Environmental Policy, Environmental Issue, Pollution Prevention, Energy and Utilities, Vulnerability, Policy Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    84 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Cisco CCNA (200-301)

    Skills you'll gain: TCP/IP, Network Administration, Virtual Local Area Network (VLAN), Network Routers, Network Routing, General Networking, Network Architecture, Ansible, Virtual Networking, Puppet (Configuration Management Tool), Software-Defined Networking, Local Area Networks, Computer Networking, Command-Line Interface, Network Security, Security Awareness, Network Engineering, Remote Access Systems, IT Automation, Network Troubleshooting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Intermediate · Specialization · 1 - 3 Months

  • H

    H2O.ai

    H2O Driverless AI Starter Course

    Skills you'll gain: Data Preprocessing, Model Training, Applied Machine Learning, Data Processing, Predictive Modeling, Feature Engineering, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Advanced Analytics, Model Optimization, Exploratory Data Analysis, Data Analysis, Machine Learning, Automation, Model Evaluation, Model Deployment, Data Visualization, Virtual Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    MathWorks

    Data Processing and Feature Engineering with MATLAB

    Skills you'll gain: Feature Engineering, Dimensionality Reduction, Data Integration, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Plot (Graphics), Data Compilation, Matlab, Scientific Visualization, Data Processing, Data Cleansing, Data Wrangling, Data Manipulation, Histogram, Data Transformation, Data Science, Text Mining, Predictive Modeling, Unstructured Data

    4.7
    Rating, 4.7 out of 5 stars
    ·
    351 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    How Diffusion Models Work

    Skills you'll gain: Generative AI, Generative Model Architectures, Jupyter, AI Personalization, Model Training, Sampling (Statistics), Artificial Neural Networks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    279 reviews

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Case Western Reserve University

    Leading Positive Change through Appreciative Inquiry

    Skills you'll gain: Leadership Development, Leadership, Organizational Change, Organizational Development, Organizational Leadership, Culture Transformation, Case Studies, Drive Engagement, Change Management, Stakeholder Engagement, Employee Engagement, Storytelling, Design Thinking, Industrial and Organizational Psychology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    312 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Wesleyan University

    Writing in First Person Point of View

    Skills you'll gain: Storytelling, Writing, Self-Awareness, English Language

    4.7
    Rating, 4.7 out of 5 stars
    ·
    120 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Fundamentos do Google para o Ensino: Fundação Lemann
  • How to design Facebook and IG stories using Canva: Coursera
  • Mécanique : Solide Indéformable: École Polytechnique Fédérale de Lausanne
  • Повышение эффективности глубоких нейросетей: DeepLearning.AI
  • How Do We Manage Climate Change?: University of Colorado Boulder
  • Cisco CCNA (200-301): Packt
  • H2O Driverless AI Starter Course: H2O.ai
  • Data Processing and Feature Engineering with MATLAB: MathWorks
  • Mastering GitHub: Pragmatic AI Labs
  • How Diffusion Models Work: DeepLearning.AI

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