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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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    Coursera

    Voice AI: Introduction to Building Voice Applications

    Skills you'll gain: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft Excel: Data Analysis with Power Pivot

    Skills you'll gain: Key Performance Indicators (KPIs), Microsoft Excel, Data Integration, Performance Measurement, Pivot Tables And Charts, Data Visualization Software, Spreadsheet Software, Cloud-Based Integration, Time Series Analysis and Forecasting, Data Analysis, Microsoft Power Platform, Data Modeling, Business Intelligence, Data Manipulation, Microsoft 365, Microsoft Office, Productivity Software

    Mixed · Course · 1 - 4 Weeks

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    University of Alberta

    Introduction to Software Product Management

    Skills you'll gain: Agile Software Development, Agile Methodology, Requirements Analysis, Software Development, Requirements Management, Product Management, Software Engineering, Project Planning, Process Development, Project Management

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    7.8K reviews

    Mixed · Course · 1 - 4 Weeks

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    Logical Operations

    Using Google Workspace

    Skills you'll gain: Google Workspace, Calendar Management, Google Docs, Gmail, File Management, Google Sheets, Productivity Software, Collaborative Software, Scheduling, Document Management, Collaboration, Spreadsheet Software, Cloud Storage, Content Management Systems, Presentations, No-Code Development, User Interface (UI), Communication

    Mixed · Course · 1 - 3 Months

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    Microsoft

    C# Programming Fundamentals and Development Environment

    Skills you'll gain: Debugging, Version Control, Microsoft Copilot, C# (Programming Language), Git (Version Control System), Microsoft Visual Studio, .NET Framework, Program Development, Application Development, Object Oriented Programming (OOP), Computer Programming, Microsoft Development Tools, Development Environment, User Interface (UI), Programming Principles

    Beginner · Course · 1 - 3 Months

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    Alex Genadinik

    Advanced SEO Keyword Research

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Google Analytics, Google Ads, Web Analytics, Content Strategy, Marketing, Market Research, Competitive Analysis, E-Commerce, Analytics

    Mixed · Course · 1 - 3 Months

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    Coursera

    DMAIC: Optimize Financial Processes Fast

    Skills you'll gain: Process Improvement, Lean Six Sigma, Six Sigma Methodology, Root Cause Analysis, Process Analysis, Process Mapping, Business Process Improvement, Quality Improvement, Process Optimization, Financial Controls, Data-Driven Decision-Making, Continuous Improvement Process, Business Workflow Analysis, Process Flow Diagrams, Finance

    Intermediate · Course · 1 - 4 Weeks

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    University of London

    CSS: Web Page Layout - Usability and Accessibility

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Frontend Performance, Usability, Web Design and Development, User Interface (UI), Usability Testing, Animations

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Billing & Accelerate Collections

    Skills you'll gain: Billing, Invoicing, Payment Processing and Collection, Accounts Receivable, Financial Data, Business Metrics, Cash Management, Accounting, Prioritization, Cash Flows, Compliance Management, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Functional Programming Principles in Scala

    Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Programming (OOP), Functional Design, Computer Programming, Data Structures, Integrated Development Environments, Algorithms, Computational Thinking, Unit Testing

    4.8
    Rating, 4.8 out of 5 stars
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    8.3K reviews

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Advanced Behavioral Selling and Resilience

    Skills you'll gain: Sales Management, Sales Strategy, Sales, Sales Presentation, Sales Training, Initiative and Leadership, Resilience, Case Studies, Stress Management, Consumer Behaviour, Persistence, Trustworthiness, Customer Analysis, Business Ethics, Data-Driven Decision-Making, Self-Motivation, Composure, Cross-Functional Collaboration, Adaptability, Customer Retention

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Resilience: Grow Through Collaboration and Reflection

    Skills you'll gain: Resilience, Collaboration, Teamwork, Self-Awareness, Community Development, Mentorship, Active Listening

    Beginner · Course · 1 - 4 Weeks

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

  • Voice AI: Introduction to Building Voice Applications: Coursera
  • Microsoft Excel: Data Analysis with Power Pivot: Logical Operations
  • Introduction to Software Product Management: University of Alberta
  • Using Google Workspace: Logical Operations
  • C# Programming Fundamentals and Development Environment: Microsoft
  • Advanced SEO Keyword Research: Alex Genadinik
  • DMAIC: Optimize Financial Processes Fast: Coursera
  • CSS: Web Page Layout - Usability and Accessibility: University of London
  • Billing & Accelerate Collections: Coursera
  • Functional Programming Principles in Scala: École Polytechnique Fédérale de Lausanne

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