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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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    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
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    135 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Creating Engaging Content for Facebook

    Skills you'll gain: Content Performance Analysis, Social Media Campaigns, Drive Engagement, Video Production, Photo/Video Production and Technology, Workflow Management

    Beginner · Course · 1 - 4 Weeks

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    Politecnico di Milano

    Communication skills for engineering scholars

    Skills you'll gain: Grant Writing, Public Speaking, Verbal Communication Skills, Critical Thinking, Communication, Writing, Persuasive Communication, Concision

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    641 reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Jmeter training for Beginners

    Skills you'll gain: API Testing, Performance Testing, Test Script Development, Application Programming Interface (API), Test Tools, Software Testing, Test Planning, Simulations, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Change Management for GenAI Integration

    Skills you'll gain: Responsible AI, Organizational Change, Stakeholder Engagement, Change Management, AI Enablement, Innovation, Stakeholder Communications, Business Transformation, Generative AI, Culture Transformation, Technology Strategies, Performance Metric, Employee Engagement, Key Performance Indicators (KPIs), Business Strategy, Communication Strategies

    3.4
    Rating, 3.4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Siemens

    Expedite – Skills for Industry Microcredential

    Skills you'll gain: Product Lifecycle Management, Sustainable Design, Sustainable Engineering, Digital Transformation, Project Planning, Business Acumen, Customer Service, Electronic Systems, Semiconductors, Engineering Design Process, Engineering Practices, Project Management, Internet Of Things, Collaboration, Artificial Intelligence, Business Communication, Teamwork, Risk Management, Leadership, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    Kennesaw State University

    Six Sigma Tools for Improve and Control

    Skills you'll gain: Six Sigma Methodology, Process Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Lean Six Sigma, Kaizen Methodology, Quality Improvement, Regression Analysis, Statistical Process Controls, Continuous Improvement Process, Process Capability, Project Management, Quality Management, Cost Benefit Analysis, Statistical Inference, Document Control

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Sustainable Development, Law, Regulation, and Compliance, Data Security, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Leadership, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

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    IBM

    Application Security for Developers and DevOps Professionals

    Skills you'll gain: Open Web Application Security Project (OWASP), Application Security, Security Testing, Secure Coding, System Monitoring, DevSecOps, Application Performance Management, Continuous Monitoring, Code Review, Threat Modeling, Vulnerability Scanning, Vulnerability Assessments, Prometheus (Software), Software Development Life Cycle, Grafana

    4.7
    Rating, 4.7 out of 5 stars
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    244 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Gen AI for Fraud Detection Analytics

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), AI Enablement, Recurrent Neural Networks (RNNs), Data Preprocessing, Model Evaluation

    4.2
    Rating, 4.2 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI & AI Agent Organizational Strategy for Leaders: Vanderbilt University
  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Creating Engaging Content for Facebook: Coursera
  • Communication skills for engineering scholars: Politecnico di Milano
  • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University
  • Jmeter training for Beginners: Simplilearn
  • Change Management for GenAI Integration: Starweaver
  • Expedite – Skills for Industry Microcredential: Siemens
  • Six Sigma Tools for Improve and Control: Kennesaw State University
  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus

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