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  • Math For Machine Learning

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
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    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Capstone Project

    Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary, Grammar, Intercultural Competence

    3.9
    Rating, 3.9 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado Boulder

    Algorithms for Battery Management Systems

    Skills you'll gain: Electrical Systems, Simulations, Electrical Safety, Estimation, Thermal Management, Failure Analysis, Basic Electrical Systems, Mathematical Modeling, Power Electronics, Electrical Power, Probability, Design Specifications, Electronic Components, Electrical Engineering, Control Systems, High Voltage, Materials science, Model Evaluation, Simulation and Simulation Software, Machine Learning Methods

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Terraform for absolute beginners

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Microsoft Azure, IT Automation, DevOps

    4.3
    Rating, 4.3 out of 5 stars
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    192 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
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    Coursera

    OpenAI for Beginners: AI Assistants for Project Managers

    Skills you'll gain: No-Code Development, Generative AI, AI Product Strategy, Application Deployment, LLM Application, AI Enablement, OpenAI, Project Management, Prompt Engineering

    3.8
    Rating, 3.8 out of 5 stars
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    28 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
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    Board Infinity

    AI & Automation for Supply Chain Resilience

    Skills you'll gain: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Niel Asher Education

    Movement Strategies for Menopause Health

    Skills you'll gain: Rehabilitation, Exercise Therapy, Geriatrics, Physical Therapy, Orthopedics, Athletic Training, Kinesiology, Pain Management, Gynecology, Maternal Health, Physiology, Mindfulness, Clinical Assessment, Health Assessment, Mental Health Therapies

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 3

    Skills you'll gain: Language Learning, Language Competency, Oral Expression, Vocabulary, Culture, Oral Comprehension, Grammar

    4.6
    Rating, 4.6 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Computing Architecture, Cloud Deployment, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Copilot for Cybersecurity

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), System Monitoring, Data Ethics, AI Security, Large Language Modeling, Responsible AI, LLM Application, Artificial Intelligence, AI Enablement, Event Monitoring, Model Evaluation, Automation, Threat Detection, Emerging Technologies, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    Optimize Kafka for Speed & Availability

    Skills you'll gain: Apache Kafka, Data Loss Prevention, Performance Tuning, System Monitoring, Prometheus (Software), Scalability, Real Time Data, Grafana, Process Optimization, Distributed Computing, System Configuration, Command-Line Interface, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Rust for DevOps

    Skills you'll gain: Containerization, CI/CD, Docker (Software), DevOps, Jenkins, Application Deployment, Rust (Programming Language), Prometheus (Software), System Monitoring, JSON, Scripting, Command-Line Interface, Continuous Monitoring, Automation, System Programming, Software Testing, GitHub

    4.1
    Rating, 4.1 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Copilot for Sales

    Skills you'll gain: Microsoft Copilot, Sales Presentation, Sales Enablement, Taking Meeting Minutes, Microsoft Teams, Email Automation, Microsoft Outlook, Sales Process, Personalized Service, Customer Communications Management, Microsoft 365, Calendar Management, AI Enablement, Company, Product, and Service Knowledge, Negotiation, Customer Relationship Building

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Mandarin Chinese for Intermediate Learners: Capstone Project: Shanghai Jiao Tong University
  • Algorithms for Battery Management Systems: University of Colorado Boulder
  • Terraform for absolute beginners: Coursera
  • OpenAI for Beginners: AI Assistants for Project Managers: Coursera
  • AI & Automation for Supply Chain Resilience: Board Infinity
  • Movement Strategies for Menopause Health: Niel Asher Education
  • Mandarin Chinese for Intermediate Learners: Part 3: Shanghai Jiao Tong University
  • Microservices Architecture for AI Systems: Coursera
  • Copilot for Cybersecurity: Microsoft
  • Optimize Kafka for Speed & Availability: Coursera

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