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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


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    Logical Operations

    Problem-Solving Skills

    Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creative Problem-Solving, Brainstorming, Creative Thinking, Complex Problem Solving, Team Building, Teamwork, Team Leadership, Solution Selling, Resourcefulness, Business Solutions, Creativity, Collaboration, Analytical Skills, Decision Making, Business Ethics, Strategic Decision-Making, Conflict Management, Analysis

    Mixed · Course · 1 - 3 Months

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    Coursera

    Orchestrate, Analyze, and Evaluate AI Deployments

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence, Application Performance Management, Operational Analysis, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Introduction to Procedural Maze Building and Maze Algorithms

    Skills you'll gain: Unity Engine, Algorithms, Game Design, Video Game Development, Programming Principles, Virtual Environment, 3D Assets, Debugging, Data Structures

    Beginner · Course · 1 - 4 Weeks

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    Packt

    ASP.NET Core MVC - Up and Running (.NET 5)

    Skills you'll gain: .NET Framework, Application Deployment, Bootstrap (Front-End Framework), Full-Stack Web Development, Database Management, User Accounts, Payment Systems, Authentications, Role-Based Access Control (RBAC), Data Modeling, Transaction Processing

    Intermediate · Course · 3 - 6 Months

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    Logical Operations

    Project Management: Project Launch, Work, and Scheduling

    Skills you'll gain: Project Schedules, Stakeholder Management, Work Breakdown Structure, Project Scoping, Project Management, Scheduling, Project Planning, Stakeholder Analysis, Scope Management, Estimation, Agile Project Management, Project Risk Management, Resource Planning, Time Management, Team Leadership, Leadership, Leadership Development, Microsoft Word, Microsoft Office, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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    Microsoft

    Unlock Business Insights with Microsoft Excel and Power BI

    Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Interactive Data Visualization, Business Metrics

    4.5
    Rating, 4.5 out of 5 stars
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    750 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Clinic Communication: Greet, Listen, Schedule, Brief

    Skills you'll gain: Patient Communication, Active Listening, Medical Office Procedures, Patient-centered Care, Care Coordination, Trustworthiness, Health Care Administration, Verbal Communication Skills, Empathy, Patient Safety, Communication, Professionalism, Relationship Building, Clinical Documentation

    Beginner · Course · 1 - 4 Weeks

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    California Institute of the Arts

    Introduction to Typography

    Skills you'll gain: Typography, Graphic Design, Graphic and Visual Design, Adobe InDesign, Design, Art History, Design Elements And Principles, Adobe Illustrator, Peer Review, Creativity

    4.8
    Rating, 4.8 out of 5 stars
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    5.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Teaching EFL/ESL Reading: A Task Based Approach

    Skills you'll gain: Literacy, English Language, Language Learning, Vocabulary, Grammar, Student-Centred Learning

    4.7
    Rating, 4.7 out of 5 stars
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    660 reviews

    Intermediate · Course · 1 - 3 Months

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    Niel Asher Education

    Running Mechanics and Injury Prevention Strategies

    Skills you'll gain: Injury Prevention, Sports Medicine, Exercise Science, Athletic Training, Kinesiology, Nutrition and Diet, Preventative Care, Mechanics, Orthopedics, Anatomy

    Intermediate · Course · 1 - 3 Months

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    Packt

    AI-Powered Presentations with Copilot – PowerPoint

    Skills you'll gain: Multimedia, Writing and Editing, Public Speaking, Storytelling, Branding

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Secure AI: Threat Model & Test Endpoints

    Skills you'll gain: Threat Modeling, AI Security, DevSecOps, Security Testing, Continuous Monitoring, CI/CD, Threat Detection, Secure Coding, MITRE ATT&CK Framework, DevOps, System Monitoring, Application Security, Continuous Integration, MLOps (Machine Learning Operations), Scripting, Unit Testing, Test Case, Prompt Engineering, Integration Testing

    Intermediate · Course · 1 - 4 Weeks

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

  • Problem-Solving Skills: Logical Operations
  • Orchestrate, Analyze, and Evaluate AI Deployments: Coursera
  • Introduction to Procedural Maze Building and Maze Algorithms: Packt
  • ASP.NET Core MVC - Up and Running (.NET 5): Packt
  • Project Management: Project Launch, Work, and Scheduling: Logical Operations
  • Unlock Business Insights with Microsoft Excel and Power BI: Microsoft
  • Clinic Communication: Greet, Listen, Schedule, Brief: Coursera
  • Introduction to Typography: California Institute of the Arts
  • Teaching EFL/ESL Reading: A Task Based Approach: University of London
  • Running Mechanics and Injury Prevention Strategies: Niel Asher Education

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