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  • Math For Machine Learning

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


  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Compensation, Benefits and Payroll

    Skills you'll gain: Payroll, HR Tech, Compensation Strategy, Human Resources Software, Compensation and Benefits, Benefits Administration, Human Resources Information System (HRIS), Payroll Systems, Compensation Analysis, Compensation Management, Payroll Processing, Human Resources, Operational Efficiency, Responsible AI, AI Enablement, Data Ethics, Workforce Management, AI Personalization, Benefits Enrollment Processes, Employee Engagement

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Academy of Sports Medicine

    Protein Intake for Vegan Diets

    Skills you'll gain: Nutrition and Diet, Meal Planning And Preparation, Nutrition Education, Nutrition Counseling, Nutritional Assessment, Sports Medicine

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Systematic Creative Thinking: Tools for Success

    Skills you'll gain: Brainstorming, Creative Problem-Solving, Ideation, Creative Thinking, Problem Solving, Creativity, Design Thinking, Systems Thinking, Innovation, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    W

    Whizlabs

    Automating Infrastructure - Chef for DevOps

    Skills you'll gain: Chef (Configuration Management Tool), DevOps, Infrastructure as Code (IaC), Amazon Web Services, Continuous Integration, User Accounts, Amazon Elastic Compute Cloud, MySQL, Continuous Deployment, Application Deployment, WordPress, Configuration Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Solar Energy for Engineers, Architects and Code Inspectors

    Skills you'll gain: Electrical Systems, Building Codes, Electrical Wiring, Construction Inspection, Building Design, HVAC, Basic Electrical Systems, Electrical Power, Engineering Calculations, Architectural Design, System Requirements, Electrical Safety, Mechanical Design, Energy and Utilities, Architectural Engineering, Land Development, Semiconductors, Cost Benefit Analysis, Design Reviews, Submittals (Construction)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Low Poly Art For Video Games

    Skills you'll gain: Unity Engine, 3D Modeling, Color Theory, Animation and Game Design, Autodesk Maya, Video Game Development, Computer Graphics, Adobe Photoshop, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    73 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamentals of Software Architecture for Big Data

    Skills you'll gain: Software Engineering, Microservices, Service Level, Data Architecture, Software Architecture, Transaction Processing, Distributed Computing, Database Systems, Big Data, Software Design, Maintainability, Data Structures, System Monitoring, Test Driven Development (TDD), Blockchain, Continuous Integration

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    88 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Statistics and Calculus Methods for Data Analysis

    Skills you'll gain: Statistical Analysis, Predictive Modeling, Integral Calculus, Data Analysis, Statistical Modeling, Statistics, Calculus, Probability Distribution, Probability & Statistics, Mathematical Modeling, Data Science, Derivatives, Mathematics and Mathematical Modeling, Applied Mathematics, Machine Learning, Algorithms

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Go for Cloud and Networks

    Skills you'll gain: Cloud-Native Computing, Prometheus (Software), Grafana, Software Architecture, CI/CD

    3
    Rating, 3 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python, Bash and SQL Essentials for Data Engineering

    Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    464 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    K

    Keller Williams

    Establish Clients for Life with Sellers

    Skills you'll gain: Real Estate Sales, Lead Generation, Sales Presentation, Prospecting and Qualification, Closing (Sales), Sales Prospecting, Client Services, Negotiation, Consultative Selling, Marketing, Customer Relationship Building, Contract Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

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

  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • GenAI for Compensation, Benefits and Payroll: Coursera
  • Protein Intake for Vegan Diets: National Academy of Sports Medicine
  • Systematic Creative Thinking: Tools for Success: Imperial College London
  • Automating Infrastructure - Chef for DevOps: Whizlabs
  • Solar Energy for Engineers, Architects and Code Inspectors: University at Buffalo
  • Low Poly Art For Video Games: Michigan State University
  • Fundamentals of Software Architecture for Big Data: University of Colorado Boulder
  • Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
  • Go for Cloud and Networks: Edureka

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