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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


  • C

    Coursera

    Create a Product Design Brainstorming with Miro

    Skills you'll gain: Timelines, Brainstorming, Ideation, Product Design, Project Design, Design Thinking, Persona Development, Workflow Management, Teamwork, Collaborative Software, Collaboration, Innovation, Creativity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    80 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    إنشاء المخططات و لوحات المعلومات باستخدام Microsoft Excel

    Skills you'll gain: Dashboard, Data Visualization, Microsoft Excel, Spreadsheet Software, Data Analysis, Business Reporting, Business Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    N

    National Taiwan University

    深扣孔孟 (An Inquiry into Confucius and Mencius)

    Skills you'll gain: Political Sciences, Education and Training, Culture, Family Law, Cultural Diversity, Human Learning, Ethical Standards And Conduct, Social Sciences, Human Development, Governance, Interpersonal Communications, Ancient History

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create a Facebook Business Page

    Skills you'll gain: Facebook, Social Media, Social Media Management, Instagram, Administration, Marketing Automation, Content Development and Management, Marketing, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    108 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Minnesota

    Desarrollo de software Agile

    Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Scrum (Software Development), Sprint Retrospectives, Software Development Methodologies, Sprint Planning, Software Engineering, Kanban Principles, Continuous Integration, Test Driven Development (TDD)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Security & Ethical Hacking: Attacking the Network

    Skills you'll gain: Penetration Testing, Network Security, Network Monitoring, Exploitation techniques, Virtual Private Networks (VPN), Cryptographic Protocols, Network Protocols, General Networking, Computer Networking, Command-Line Interface, Network Analysis, Proxy Servers

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Complete Linux Training Course to Get Your Dream IT Job

    Skills you'll gain: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Neuroscience of Leading High-Performance Teams

    Skills you'll gain: Organizational Leadership, Team Motivation, Team Leadership, Initiative and Leadership, Leadership, Team Management, Team Performance Management, Leadership and Management, Team Building, Drive Engagement, Storytelling, Coaching, Employee Coaching, Industrial and Organizational Psychology, Goal Setting, Employee Engagement, Collaboration, Influencing, Empathy & Emotional Intelligence, Neurology

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    75 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    Generative AI Applications with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Generative AI Agents, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, AI Workflows, AI Orchestration, LLM Application, Amazon Web Services, Context Management, Amazon S3

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EC-Council

    In the Trenches: Security Operations Center

    Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Threat Hunting, Vulnerability Management, Event Monitoring, Threat Detection, Intrusion Detection and Prevention, Cybersecurity, Cyber Attacks, Security Controls, Security Information and Event Management (SIEM), Vulnerability Assessments, Threat Management, Exploitation techniques, Network Monitoring, Anomaly Detection

    4.7
    Rating, 4.7 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Knowledge Accelerators

    Promoting Accessible Workplaces with Assistive Technology

    Skills you'll gain: Web Content Accessibility Guidelines, Workplace inclusivity, Diversity Awareness, Disabilities, Diversity Programs, Technical Communication, Interactive Learning, Visual Impairment Education, Developmental Disabilities, Microsoft Office, Microsoft Windows, Productivity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Phase Diagrams I & II

    Skills you'll gain: Semiconductors, Thermal Management, Materials science, Chemical Engineering, Manufacturing Processes, Engineering Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

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

  • Create a Product Design Brainstorming with Miro: Coursera
  • إنشاء المخططات و لوحات المعلومات باستخدام Microsoft Excel: Coursera
  • 深扣孔孟 (An Inquiry into Confucius and Mencius): National Taiwan University
  • Create a Facebook Business Page: Coursera
  • Desarrollo de software Agile: University of Minnesota
  • Security & Ethical Hacking: Attacking the Network: University of Colorado Boulder
  • Complete Linux Training Course to Get Your Dream IT Job: Packt
  • The Neuroscience of Leading High-Performance Teams: University of Colorado Boulder
  • Generative AI Applications with Amazon Bedrock: Amazon Web Services
  • In the Trenches: Security Operations Center : EC-Council

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