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Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    Coursera

    Electronic Schematics: From Symbols to Systems

    Skills you'll gain: Electronic Components, Schematic Diagrams, Prototyping, Hardware Design, Electronics, Engineering Design Process, Technical Design, Electronics Engineering, Electronic Systems, Manufacturing Standards, Technical Standard, Engineering Documentation, Workflow Management, Data Visualization, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Niel Asher Education

    Fundamentals of Gua Sha

    Skills you'll gain: Manual Therapy, Pain Management, Patient Evaluation, Clinical Assessment, Clinical Practices, Exercise Therapy, Patient Positioning, Physical Therapy, Rehabilitation, Treatment Planning, Physiology, Contraindication, Mental Health Therapies, Anatomy

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    MLOps Platforms: Amazon SageMaker and Azure ML

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Model Deployment, Exploratory Data Analysis, Data Pipelines, Amazon Web Services, Feature Engineering, Cloud Solutions, Model Evaluation, Data Preprocessing, Cloud Deployment, Data Analysis, Serverless Computing, Machine Learning, Python Programming

    3.6
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    54 reviews

    Advanced · Course · 1 - 3 Months

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    Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

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    Coursera

    AI SEO Content Creation

    Skills you'll gain: Content Performance Analysis, Semantic Web, Workflow Management, Prompt Engineering Tools, Responsible AI

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate and Verify Marketing Reports Accurately

    Skills you'll gain: Data Validation, Dashboard, Marketing Automation, Data Integrity, Verification And Validation, Workflow Management, Marketing Analytics, Data Maintenance, Data Quality, Automation, Reconciliation, Data Governance, Marketing, Key Performance Indicators (KPIs), Stakeholder Communications, Performance Metric

    Beginner · Course · 1 - 4 Weeks

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    Creo Incubator

    Building Your signature style through Charisma and Humour

    Skills you'll gain: Decision Making, Cultural Sensitivity, Rapport Building, Empathy, Adaptability, Influencing, Leadership, digital literacy, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Teaching Electricity and Magnetism with PhET Simulations

    Skills you'll gain: Basic Electrical Systems, electromagnetics, Mathematical Modeling, Education Software and Technology, Simulations, Physics, Experimentation, Scientific Visualization

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    AutoCAD Commercial Interior & Corporate Layout Design

    Skills you'll gain: AutoCAD, Technical Drawing, Architectural Drawing, Engineering Documentation, Engineering Drawings, Geometric Dimensioning And Tolerancing, Electrical Equipment, Electrical Systems, Electrical Wiring, Architectural Design, Civil and Architectural Engineering, Electrical Power, Computer-Aided Design, Building Design, Drafting and Engineering Design, Building Codes, Blueprint Reading, AutoCAD Civil 3D, Basic Electrical Systems, Schematic Diagrams

    Beginner · Specialization · 1 - 3 Months

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    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Machine Learning Methods, Model Evaluation, Data Literacy, Artificial Neural Networks, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    56 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Track & Populate Marketing Performance Metrics

    Skills you'll gain: Marketing Analytics, Data Collection, Marketing Effectiveness, Marketing, Marketing Management, Business Metrics, Performance Metric, Performance Measurement, Data Capture, Key Performance Indicators (KPIs), Data Entry, Workflow Management, Data Compilation, Data Maintenance, Record Keeping

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Design Restaurant Lounge Interiors with AutoCAD

    Skills you'll gain: Layout Design, Autodesk, Technical Documentation, Design Software, Design Elements And Principles, Design Strategies, Spatial Analysis

    Beginner · Course · 1 - 4 Weeks

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1…376377378…834

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

  • Electronic Schematics: From Symbols to Systems: Coursera
  • Fundamentals of Gua Sha: Niel Asher Education
  • MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
  • Managing AI Projects That Ship and Scale: 
  • AI SEO Content Creation: Coursera
  • Automate and Verify Marketing Reports Accurately: Coursera
  • Building Your signature style through Charisma and Humour: Creo Incubator
  • Teaching Electricity and Magnetism with PhET Simulations: University of Colorado Boulder
  • AutoCAD Commercial Interior & Corporate Layout Design: EDUCBA
  • Developing Explainable AI (XAI): Duke University

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