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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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    Scrum Alliance

    AI for Product Discovery & Strategy

    Skills you'll gain: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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 Structure, Organizational Change, Entrepreneurship, Culture Transformation, New Business Development, Business Strategy

    4.2
    Rating, 4.2 out of 5 stars
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    29 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Genomics for Law

    Skills you'll gain: Intellectual Property, Healthcare Ethics, Medical Science and Research, Clinical Research Ethics, Medical Privacy, Criminal Investigation and Forensics, Informed Consent, Environmental Regulations, Law, Regulation, and Compliance, Legal Proceedings, Regulation and Legal Compliance, Information Privacy, Life Sciences, Personal Injury Law, Biotechnology, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    161 reviews

    Beginner · Course · 1 - 3 Months

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    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, Artificial Intelligence, Large Language Modeling, Machine Learning Methods, Object Oriented Programming (OOP), Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Maintainability, Artificial Neural Networks, Programming Principles, Data Cleansing, Debugging, Problem Solving, Critical Thinking, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    196 reviews

    Beginner · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
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    932 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Performance Tuning, Docker (Software), Java, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Imperial College London

    Epidemiology for Public Health

    Skills you'll gain: Epidemiology, Diagnostic Tests, Research Design, Public Health and Disease Prevention, Biostatistics, Clinical Research, Public Health, Preventative Care, Data Collection, Research Methodologies, Program Evaluation, Risk Analysis, Quantitative Research, Health Policy, Statistical Analysis, Research, Sample Size Determination, Regression Analysis, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Microservices Architecture for AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, LangChain, Large Language Modeling, Microservices, Test Driven Development (TDD), Software Architecture, Scalability, MLOps (Machine Learning Operations), Cloud Computing Architecture, Cloud Deployment, API Design, Site Reliability Engineering, Kubernetes, Prompt Engineering, Containerization, Infrastructure as Code (IaC), Python Programming, Performance Analysis

    Intermediate · Specialization · 1 - 3 Months

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    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 3

    Skills you'll gain: Language Learning, Language Competency, Oral Expression, Vocabulary, Culture, Oral Comprehension, Grammar

    4.6
    Rating, 4.6 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Caring for Others

    Skills you'll gain: Caregiving, Sociology, Long Term Care, Dignity in Care, Nursing Care, Home Health Care, Care Management, Health Care, Surveys, Health Policy, Social Sciences, Social Justice, Culture, Socioeconomics, Supply And Demand, Cultural Diversity, Policy Analysis, Emotional Intelligence, Discussion Facilitation, Media and Communications

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    Copilot for Cybersecurity

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), System Monitoring, Data Ethics, AI Security, Large Language Modeling, Responsible AI, LLM Application, Artificial Intelligence, AI Enablement, Event Monitoring, Model Evaluation, Automation, Threat Detection, Emerging Technologies, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Kafka for Speed & Availability

    Skills you'll gain: Apache Kafka, Data Loss Prevention, Performance Tuning, System Monitoring, Prometheus (Software), Scalability, Real Time Data, Grafana, Process Optimization, Distributed Computing, System Configuration, Command-Line Interface, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • AI for Product Discovery & Strategy: Scrum Alliance
  • Crafting Strategies for Innovation Initiatives for Corporate Entrepreneurs: University of Maryland, College Park
  • Genomics for Law: University of Illinois Urbana-Champaign
  • Generative AI for Developers: Fractal Analytics
  • Algorithms for DNA Sequencing: Johns Hopkins University
  • Optimize Java Memory for ML Performance: Coursera
  • Epidemiology for Public Health: Imperial College London
  • Microservices Architecture for AI Systems: Coursera
  • Mandarin Chinese for Intermediate Learners: Part 3: Shanghai Jiao Tong University
  • Caring for Others: University of Colorado Boulder

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