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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: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Business Communication for the Modern Workplace

    Skills you'll gain: Active Listening, Internal Communications, Proposal Writing, Negotiation, AI Personalization, Stakeholder Engagement, Business Communication, Business Writing, Contract Negotiation, Workplace inclusivity, Influencing, Emotional Intelligence, Stakeholder Communications, Interpersonal Communications, Communication, Communication Planning, Customer Engagement, Communication Strategies, Leadership and Management, Leadership Development

    4.7
    Rating, 4.7 out of 5 stars
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    684 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Dairy Nutrition for Udder Success

    Skills you'll gain: Nutritional Assessment, Predictive Analytics, Maternal Health, Machine Learning, Diagnostic Tests, Food and Beverage, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology

    5
    Rating, 5 out of 5 stars
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    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Statistical Modeling for Data Science Applications

    Skills you'll gain: Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Ethics, Experimentation, Research Design, Statistical Methods, Data Science, Data Analysis, Statistical Analysis, Data Modeling, Predictive Modeling, Mathematical Modeling, Probability & Statistics, A/B Testing, Quantitative Research, Machine Learning, Model Evaluation

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    54 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Google Cloud Infrastructure for AWS Professionals

    Skills you'll gain: Google Cloud Platform, Network Security, Application Deployment, Amazon Web Services, Load Balancing, Cloud Infrastructure, Cloud Computing, Cloud Applications, Kubernetes, Firewall, Public Cloud, Application Performance Management, Virtual Machines, Cloud Storage, Amazon Elastic Compute Cloud, Identity and Access Management, Cloud Computing Architecture, Amazon S3, Hybrid Cloud Computing, Containerization

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for Application Developers

    Skills you'll gain: Google Gemini, Code Review, Application Deployment, Continuous Deployment, Responsible AI, Software Development Tools, Google Cloud Platform, Generative AI, Prompt Engineering, Debugging, Application Development

    4.9
    Rating, 4.9 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Microsoft

    Microsoft Data Architecture for Modern Data Stacks

    Skills you'll gain: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Microsoft Azure, Database Design, Power BI, Real Time Data, Data Pipelines, Data Management, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Cost Control, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Security Engineer

    Skills you'll gain: Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Site Reliability Engineering, Kubernetes, Incident Management, Google App Engine, Load Balancing, Identity and Access Management, Cloud Infrastructure, Network Monitoring, Cloud Computing Architecture, Application Performance Management, Network Architecture, Network Troubleshooting, System Monitoring, Virtual Networking, Role-Based Access Control (RBAC), Cloud Security, Network Security, Virtual Private Networks (VPN)

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    50K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Data Frameworks for Generative AI

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Enterprise Architecture, AI Enablement, Metadata Management, Data Science, Machine Learning

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Statistical Methods for Computer Science

    Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University at Buffalo

    ADHD: Everyday Strategies for Elementary Students

    Skills you'll gain: Classroom Management, Teaching, Instructional Strategies, Student Engagement, Psychiatric Assessments, Parent Communication, Behavior Management, Positive Behavior Support, Working With Children, Clinical Assessment, Mental Health Diseases and Disorders, Treatment Planning, Diagnostic Tests, Child Development, Planning, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Software Architecture for Big Data

    Skills you'll gain: Performance Testing, Software Architecture, Software Engineering, Microservices, Scalability, Service Level, Data Architecture, Software Design, System Testing, Transaction Processing, Distributed Computing, Database Management, Performance Tuning, Development Testing, Database Systems, System Monitoring, Web Applications, Application Development, Data Processing, Big Data

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
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    103 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    R

    Rutgers the State University of New Jersey

    New Technologies for Business Leaders

    Skills you'll gain: Digital Transformation, Customer Engagement, Business Technologies, Augmented and Virtual Reality (AR/VR), Customer experience strategy (CX), Business Marketing, Cross-Functional Collaboration, Internet Of Things, Emerging Technologies, Business Ethics, Customer Retention, Business Relationship Management, FinTech, Blockchain, Innovation, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    450 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Business Communication for the Modern Workplace: Coursera
  • Dairy Nutrition for Udder Success: University of Illinois Urbana-Champaign
  • Statistical Modeling for Data Science Applications: University of Colorado Boulder
  • Google Cloud Infrastructure for AWS Professionals: Google Cloud
  • GenAI for Application Developers: Coursera
  • Microsoft Data Architecture for Modern Data Stacks: Microsoft
  • Preparing for Google Cloud Certification: Cloud Security Engineer: Google Cloud
  • Data Frameworks for Generative AI: Fractal Analytics
  • Statistical Methods for Computer Science: Johns Hopkins University
  • ADHD: Everyday Strategies for Elementary Students: University at Buffalo

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