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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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    Google Cloud

    Google Cloud Database Migrations: Strategy

    Skills you'll gain: Data Migration, Data Strategy, Google Cloud Platform, Technology Strategies, Data-Driven Decision-Making, Cloud Solutions, Risk Mitigation, Business Priorities, Enterprise Architecture, Cost Estimation, Governance, Stakeholder Engagement

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Project Performance: Earned Value

    Skills you'll gain: Earned Value Management, Performance Metric, Project Controls, Variance Analysis, Scheduling

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Data Analysis and Visualization with Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Data Presentation, Microsoft Excel, Data Visualization, Sampling (Statistics), Dashboard, Data Visualization Software, Spreadsheet Software, Report Writing, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software

    Intermediate · Specialization · 3 - 6 Months

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    Alex Genadinik

    Improve Your Sleep, Fall Asleep Faster, And Be More Rested

    Skills you'll gain: Stress Management, Self-Awareness, Mental Health, Working With Children, Child Health, Nutrition and Diet, Physiology

    Mixed · Course · 1 - 3 Months

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    Logical Operations

    Intro to Python: File Processing and Exception Handling

    Skills you'll gain: File I/O, Debugging, File Management, File Systems, Python Programming, Operating Systems, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Software Development, Cross Platform Development

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Procedural Maze Building - Unity 6 and Blender Compatible

    Skills you'll gain: Unity Engine, 3D Assets, Game Design, Virtual Environment, Video Game Development, Debugging, Computer Graphics, Algorithms, Scripting, Computer Programming

    Advanced · Course · 1 - 3 Months

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    Packt

    Networking Basics and TCP/IP Fundamentals

    Skills you'll gain: Network Architecture, Routing Protocols

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    SAP

    SAP Professional Fundamentals

    Skills you'll gain: Consulting, Relationship Management, Business Consulting, Product Strategy, SAP Applications, Technical Consulting, Relationship Building, Project Management, Rapport Building, Consultative Approaches, Project Implementation, Agile Methodology, Company, Product, and Service Knowledge, Waterfall Methodology, Solution Delivery, Systems Thinking, Business Transformation, Digital Transformation, Design Thinking, Business Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Automate Cloud Workflows with Python Scripting

    Skills you'll gain: Infrastructure as Code (IaC), Scripting, Cloud Deployment, Data Persistence, Python Programming, Command-Line Interface, Virtual Machines, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Secure AI: Red-Teaming & Safety Filters

    Skills you'll gain: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Entry: Capture and Upload Fast

    Skills you'll gain: Data Entry, Data Validation, Data Integrity, Data Capture, Data Processing, Data Management, Spreadsheet Software, Computer Literacy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Adapting: Career Development

    Skills you'll gain: Stress Management, Resilience, Personal Development, Time Management, Intercultural Competence, Cultural Diversity, Productivity, Cultural Sensitivity, Adaptability, Self-Awareness, Business Ethics, Leadership Development, Business Communication, Cognitive flexibility, Diversity Awareness, Professional Development, Diversity and Inclusion, Workplace inclusivity, Lifelong Learning, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Google Cloud Database Migrations: Strategy: Google Cloud
  • Analyze Project Performance: Earned Value: Coursera
  • Data Analysis and Visualization with Microsoft Excel: Logical Operations
  • Improve Your Sleep, Fall Asleep Faster, And Be More Rested: Alex Genadinik
  • Intro to Python: File Processing and Exception Handling: Logical Operations
  • Procedural Maze Building - Unity 6 and Blender Compatible: Packt
  • Networking Basics and TCP/IP Fundamentals: Packt
  • SAP Professional Fundamentals: SAP
  • Automate Cloud Workflows with Python Scripting: Coursera
  • Secure AI: Red-Teaming & Safety Filters: Coursera

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