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  • Math For Machine Learning

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


  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    BigQuery for Data Analysts

    Skills you'll gain: Looker (Software), SQL, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Warehousing, Data Cleansing, Dashboard Creation, Data Analysis, Data Integration, Data Visualization Software, Google Sheets, Query Languages, Google Cloud Platform, Data Import/Export, Data Integrity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    84 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Workplace Culture for Everyone

    Skills you'll gain: Empathy, Team Leadership, Compassion, Empathy & Emotional Intelligence, Influencing, Emotional Intelligence, Team Building, Team Motivation, Leadership, Teamwork, digital literacy, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    147 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    C

    Campus BBVA

    Cybersecurity for Tech Professionals

    Skills you'll gain: Computer Security Incident Management, Cyber Operations, Cybersecurity, Cyber Attacks, Incident Response, Cyber Security Strategy, Security Management, Crisis Management, Incident Management, Cyber Threat Intelligence, Security Information and Event Management (SIEM), Threat Management, Data Security, Fraud detection, Intrusion Detection and Prevention, Network Security, Security Awareness, Threat Detection, Continuous Monitoring, Payment Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    193 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Python, SQL, Tableau for Data Science

    Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning

    3.6
    Rating, 3.6 out of 5 stars
    ·
    31 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs

    Skills you'll gain: Innovation, Internal Auditing, Corporate Strategy, Overcoming Objections, Organizational Strategy, Organizational Structure, Organizational Change, Business Strategies, Entrepreneurship, Culture Transformation, Business Planning, Auditing, New Business Development, Audit Planning, Growth Strategies

    4.2
    Rating, 4.2 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Introduction to Python for Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, Cybersecurity, Cyber Operations, Exploitation techniques, IT Automation, Scripting, Python Programming, Scripting Languages

    4.5
    Rating, 4.5 out of 5 stars
    ·
    434 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Macroeconomics for Business Management

    Skills you'll gain: International Finance, Business Economics, Economics, Financial Policy, Economic Development, Fiscal Management, Market Dynamics, Business Planning, Investments

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    469 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    S

    STARWEAVER

    Stakeholder Management for Project Managers

    Skills you'll gain: Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Communication Planning, Project Management, Project Coordination, Strategic Communication, Conflict Management, Leadership and Management, Communication Strategies, Team Performance Management, Coordinating, Team Oriented, Drive Engagement, Expectation Management, Workflow Management, Team Management, Accountability, Cross-Functional Collaboration, Business Communication

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Leadership Development for Engineers

    Skills you'll gain: Conflict Management, Professional Networking, Smart Goals, Team Motivation, Employee Coaching, Creative Problem-Solving, Motivational Skills, Team Management, Team Performance Management, Prioritization, Stress Management, Meeting Facilitation, Relationship Management, Goal Setting, Time Management, Creative Thinking, Relationship Building, Communication Strategies, Creativity, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Tools for Security Specialists

    Skills you'll gain: Computer Security Incident Management, Endpoint Security, Incident Management, Incident Response, ISO/IEC 27001, Security Management, Vulnerability Scanning, Digital Forensics, Risk Management, Risk Management Framework, Personally Identifiable Information, Linux, Linux Administration, Infrastructure Security, Authorization (Computing), Network Security, Threat Management, Event Monitoring, Role-Based Access Control (RBAC), Security Strategy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    70 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillsBooster Academy

    Master Google Gemini for Work

    Skills you'll gain: Responsible AI, Prompt Engineering, Google Workspace, Google Docs, Digital Marketing Campaigns, Google Sheets, Project Coordination, Marketing Planning, Project Scoping, Business Communication, Generative AI, Project Planning, Content Creation, Web Analytics and SEO, Business Operations, Competitive Analysis, Stakeholder Communications, Business Analysis, Report Writing, Presentations

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner · Course · 1 - 3 Months

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

  • BigQuery for Data Analysts: Google Cloud
  • Workplace Culture for Everyone: Arizona State University
  • Cybersecurity for Tech Professionals: Campus BBVA
  • Python, SQL, Tableau for Data Science: Coursera
  • Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs: University of Maryland, College Park
  • Introduction to Python for Cybersecurity: Infosec
  • Macroeconomics for Business Management: Fundação Instituto de Administração
  • Stakeholder Management for Project Managers: STARWEAVER
  • Leadership Development for Engineers: Rice University
  • Tools for Security Specialists: Codio

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