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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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    Arizona State University

    What is the Human Factor in Design?

    Skills you'll gain: Human Factors, Human Factors Engineering, Accident Prevention, Hazard Analysis, Usability, Design Reviews, Systems Thinking, Human Centered Design

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 3 Months

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    L&T EduTech

    Fire Detection & Fire Alarm Systems and Safety Signages

    Skills you'll gain: Fire And Life Safety, Construction Inspection, Safety Training, Safety Standards, Building Codes, Safety and Security, System Monitoring, Electrical Systems, Building Services Engineering, Continuous Monitoring, Control Systems, Systems Integration, Technical Standard, Communication Systems

    4.6
    Rating, 4.6 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Interactive Brokers

    Basics Economics

    Skills you'll gain: Supply And Demand, Market Dynamics, Consumer Behaviour, Economics, Business Economics, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Software Development Methodologies, Business Analysis, Software Design, Business Process Modeling, Communication, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Intro to Finance in Healthcare

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Depreciation, Income Statement, Balance Sheet, Financial Analysis, Expense Management, Healthcare Industry Knowledge, Generally Accepted Accounting Principles (GAAP), Health Care, Medicare, Pharmaceuticals, Revenue Management, Medicaid, Insurance

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Transistor - Field Effect Transistor and Bipolar Junction Transistor

    Skills you'll gain: Semiconductors, Electronic Components, Electrical Engineering, Electrical and Computer Engineering, Electronics, Electronics Engineering

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    89 reviews

    Advanced · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Advanced Neural Network Techniques

    Skills you'll gain: Autoencoders, Recurrent Neural Networks (RNNs), Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Markov Model

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Value Stream Mapping

    Skills you'll gain: Process Mapping, Strategic Thinking, Process Analysis, Process Management, Business Workflow Analysis, Operational Efficiency, Business Process Improvement, Process Improvement, Lean Methodologies, Waste Minimization

    4
    Rating, 4 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Semantic Processing

    Skills you'll gain: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Introduction to Digital Health Entrepreneurship

    Skills you'll gain: Health Technology, Telehealth, Health Systems, Healthcare Industry Knowledge, Health Care, Medicaid, Medical Terminology, Health Policy, Entrepreneurship, Payment Systems, Medicare, Social Determinants Of Health, Value-Based Care, Data-Driven Decision-Making

    4.3
    Rating, 4.3 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Starting & Managing a Sustainable Hotel or Tourism Business

    Skills you'll gain: Sustainable Business, Hotel Operations, Hospitality Management, Business Planning, Corporate Sustainability, Sustainability Standards, Waste Minimization, Community Development, Environmental Resource Management, Market Trend, Market Analysis, Cost Benefit Analysis, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Improving Content Mastery with Quizlet

    Skills you'll gain: Educational Materials, Curriculum Planning, Developing Training Materials, Interactive Learning, Organizational Skills, Student Engagement, Education Software and Technology, Learning Strategies, Test Tools, Drive Engagement

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • What is the Human Factor in Design?: Arizona State University
  • Fire Detection & Fire Alarm Systems and Safety Signages: L&T EduTech
  • Basics Economics: Interactive Brokers
  • Introduction to Systems Analysis: IBM
  • Intro to Finance in Healthcare: Northeastern University
  • Transistor - Field Effect Transistor and Bipolar Junction Transistor: University of Colorado Boulder
  • Advanced Neural Network Techniques: Johns Hopkins University
  • Value Stream Mapping: Coursera
  • Advanced Semantic Processing: Packt
  • Introduction to Digital Health Entrepreneurship: Johns Hopkins University

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