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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


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    Logical Operations

    Tableau for Data-Driven Decision Makers

    Skills you'll gain: Tableau Software, Report Writing, Data Visualization Software, Dashboard, Data Visualization, Data Analysis, Business Intelligence, Data-Driven Decision-Making, Data Storytelling, Data Presentation, Ad Hoc Reporting, Interactive Data Visualization, Microsoft Excel, Data Manipulation, Data Sharing, Microsoft PowerPoint, Data Management, Productivity Software, Microsoft Office

    Mixed · Course · 1 - 3 Months

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    Logical Operations

    Prompt Engineering for AI Image Generation

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Data Ethics, Responsible AI, Image Quality, Business Ethics, Presentations, Photo Editing, Creativity, Artificial Intelligence, Photo/Video Production and Technology, Graphic and Visual Design, Promotional Materials, Design, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    GenerativeAI for Customer Success

    4.3
    Rating, 4.3 out of 5 stars
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    40 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build Interactive Dashboards for Meaningful Insights

    Skills you'll gain: Dashboard, Key Performance Indicators (KPIs), Interactive Data Visualization, Data Presentation, Business Intelligence, Web Analytics, Business Analytics, Requirements Elicitation, Data Storytelling, Performance Analysis, Requirements Analysis, Business Requirements, Stakeholder Analysis, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Generative AI for Software Developers

    Skills you'll gain: Prompt Engineering, Generative AI, Microsoft Copilot, Code Review, GitHub, ChatGPT, Responsible AI, Microsoft Visual Studio, Software Documentation, Program Development, Computer Programming Tools, Application Development, Integrated Development Environments, Artificial Intelligence, Software Development Tools, Data Ethics, Development Environment, AI Enablement, Test Automation, Project Management

    4.3
    Rating, 4.3 out of 5 stars
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    172 reviews

    Intermediate · Specialization · 1 - 3 Months

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    The University of Sydney

    Communication Skills for University Success

    Skills you'll gain: Editing, Public Speaking, Proofreading, Research, Writing, Communication, Language Competency, Literacy, Professionalism, Ethical Standards And Conduct, Interpersonal Communications, Critical Thinking, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Architect Resilient Microservices for AI Success

    Skills you'll gain: AI Security, Microservices, Site Reliability Engineering, Failure Analysis, Distributed Computing, Middleware, Failure Mode And Effects Analysis, Continuous Monitoring, AI Workflows, Performance Tuning, Dependency Analysis, Performance Metric, Performance Analysis, Application Performance Management, System Monitoring, Service Level

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Foundational Finance for Strategic Decision Making

    Skills you'll gain: Market Data, Financial Modeling, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, Portfolio Management, Business Valuation, Capital Budgeting, Securities (Finance), Mortgage Loans, Market Analysis, Financial Market, Risk Analysis, Equities, Investments, Microsoft Excel

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Campus BBVA

    Cybersecurity for Tech Professionals

    Skills you'll gain: Incident Response, Computer Security Incident Management, Cybersecurity, Cyber Attacks, Security Information and Event Management (SIEM), Data Security, Fraud detection, Application Security, Computer Security Awareness Training, Security Awareness, Information Technology Operations, Threat Detection, Mobile Security, Identity and Access Management, Authentications

    4.7
    Rating, 4.7 out of 5 stars
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    190 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Leadership & Management Training for Tech Managers

    Skills you'll gain: Delegation Skills, Meeting Facilitation, Process Optimization, Organizational Change, Technical Management, Virtual Teams, Conflict Management, Team Management, People Management, Leadership and Management, Leadership Development, Project Management, Performance Management, Time Management, Personal Development, Relationship Building, Human Resources Management and Planning, Teamwork, Communication, Organizational Leadership

    Intermediate · Specialization · 1 - 3 Months

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    University of Toronto

    Communication Strategies for a Virtual Age

    Skills you'll gain: Communication, Meeting Facilitation, Public Speaking, Verbal Communication Skills, Influencing, Persuasive Communication, Active Listening, Business Communication, Presentations, Virtual Teams, Strategic Communication, Discussion Facilitation, Teamwork, Rapport Building, Virtual Environment, Negotiation

    4.8
    Rating, 4.8 out of 5 stars
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    4.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Deep Teaching Solutions

    Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]

    Skills you'll gain: Productivity, Lifelong Learning, Learning Strategies, Time Management, Willingness To Learn, Mental Concentration, Problem Solving, Overcoming Obstacles, Creative Thinking, Persistence, Cognitive flexibility, Stress Management, Planning

    4.9
    Rating, 4.9 out of 5 stars
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    4.2K reviews

    Beginner · Course · 1 - 3 Months

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

  • Tableau for Data-Driven Decision Makers: Logical Operations
  • Prompt Engineering for AI Image Generation: Logical Operations
  • GenerativeAI for Customer Success: Coursera
  • Build Interactive Dashboards for Meaningful Insights: Coursera
  • Generative AI for Software Developers: Microsoft
  • Communication Skills for University Success: The University of Sydney
  • Architect Resilient Microservices for AI Success: Coursera
  • Foundational Finance for Strategic Decision Making: University of Michigan
  • Cybersecurity for Tech Professionals: Campus BBVA
  • Leadership & Management Training for Tech Managers: Packt

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