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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


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    Packt

    Architecture and Virtualization

    Skills you'll gain: Network Architecture, Virtual Networking, Virtualization, Network Planning And Design, Software-Defined Networking, Virtual Private Networks (VPN), Network Protocols, Cloud Infrastructure, Local Area Networks, Wireless Networks, Wide Area Networks, Virtual Machines

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of London

    Responsive Website Development and Design Capstone

    Skills you'll gain: User Experience Design, Wireframing, Application Design, Technical Communication, Prototyping, Web Development, User Research, Usability Testing, Responsive Web Design, Version Control, Brainstorming, Project Planning, Application Programming Interface (API), Javascript, MongoDB

    4.6
    Rating, 4.6 out of 5 stars
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    65 reviews

    Mixed · Course · 1 - 3 Months

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    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Advanced Analytics, Predictive Modeling, Data Transformation, Exploratory Data Analysis, Applied Machine Learning, Machine Learning Methods, Regression Analysis, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Statistical Modeling

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Cinematic Health

    Exploring the Role of the Certified Nursing Assistant

    Skills you'll gain: Patient Communication, De-escalation Techniques, Infection Control, Social Skills, Interpersonal Communications, Psychiatric And Mental Health Nursing, Trauma Care, Professionalism, Geriatrics, Patient Education And Counseling, Rapport Building, Empathy, Substance Abuse, Caregiving, Nursing Care, Activities of Daily Living (ADLs), Patient Safety, Healthcare Industry Knowledge, Professional Development, Healthcare Ethics

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Specialization · 3 - 6 Months

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    SAP

    Requirements Gathering and Documentation

    Skills you'll gain: User Story, Requirements Elicitation, Requirements Management, Business Requirements, Requirements Analysis, Verification And Validation, Functional Specification, User Acceptance Testing (UAT), Stakeholder Communications, Process Mapping, Interviewing Skills, Active Listening

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Data Management in Azure Databricks

    Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Advanced · Course · 1 - 4 Weeks

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    Technical University of Munich (TUM)

    Space Exploration

    Skills you'll gain: Commercialization, Transportation Operations, Organizational Strategy, Environment, Sustainable Development, Resource Utilization, Strategic Planning, Strategic Partnership, Program Management, Market Opportunities, New Business Development, Science and Research, Innovation, Environmental Science, Research, Engineering, Scientific, and Technical Instruments

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    The State University of New York

    Digital Information Literacy

    Skills you'll gain: Digital Design, digital literacy, Infographics, Content Creation, Graphic Design, Multimedia, Computer Literacy, Digital Communications, Open Source Technology, Web Content Accessibility Guidelines, Peer Review, Communication, Design Thinking

    4.9
    Rating, 4.9 out of 5 stars
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    137 reviews

    Intermediate · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier II

    Skills you'll gain: Supply And Demand, Market Dynamics, Property and Real Estate, Real Estate, Land Management, Economic Development, Commercial Real Estate, Financial Market, Market Data, Economics, Market Analysis, Price Negotiation, Construction Estimating

    4.7
    Rating, 4.7 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 3 Months

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    IBM

    IBM COBOL Software Development Process

    Skills you'll gain: Software Development Life Cycle, z/OS, COBOL (Programming Language), Unit Testing, Systems Analysis, Systems Development, Pseudocode, Software Development Methodologies, Agile Methodology, Software Development, Software Design, Systems Architecture, Mainframe Computing, Programming Principles, Test Planning, Scrum (Software Development)

    4.2
    Rating, 4.2 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    GIS Mastery: Spatial Data, Remote Sensing, Decision Support

    Skills you'll gain: Geographic Information Systems, Geospatial Mapping, Spatial Data Analysis, Spatial Analysis, Global Positioning Systems, Data Analysis, Metadata Management, Decision Support Systems

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    X

    Xbox

    Product Management Fundamentals

    Skills you'll gain: Stakeholder Management, Product Management, Product Roadmaps, Stakeholder Communications, Competitive Analysis, Product Lifecycle Management, Product Development, New Product Development, Market Research, Product Strategy, Market Analysis, Agile Methodology, Product Requirements, Business Strategy, Value Propositions, Communication, Prioritization

    4.8
    Rating, 4.8 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 3 Months

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

  • Architecture and Virtualization: Packt
  • Responsive Website Development and Design Capstone : University of London
  • Analyzing Time Series and Sequential Data: SAS
  • Exploring the Role of the Certified Nursing Assistant: Cinematic Health
  • Requirements Gathering and Documentation: SAP
  • Advanced Data Management in Azure Databricks: Packt
  • Space Exploration: Technical University of Munich (TUM)
  • Digital Information Literacy: The State University of New York
  • Economie du sol et de l'immobilier II: École Polytechnique Fédérale de Lausanne
  • IBM COBOL Software Development Process: IBM

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