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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Preview
      Preview
      E

      Edge Impulse

      Introduction to Embedded Machine Learning

      Skills you'll gain: Embedded Software, Embedded Systems, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Deep Learning, Machine Learning, Data Ethics, Image Analysis, Performance Tuning, Computer Programming

      4.8
      Rating, 4.8 out of 5 stars
      ·
      731 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Advanced Machine Learning on Google Cloud

      Skills you'll gain: MLOps (Machine Learning Operations), Natural Language Processing, Computer Vision, Google Cloud Platform, Large Language Modeling, Reinforcement Learning, Tensorflow, Image Analysis, Applied Machine Learning, Systems Architecture, Artificial Intelligence and Machine Learning (AI/ML), Systems Design, Cloud Computing Architecture, Software Architecture, Cloud API, Hybrid Cloud Computing, Machine Learning, Deep Learning, Machine Learning Algorithms, Performance Tuning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.5K reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Artificial Intelligence (AI)

      Skills you'll gain: Generative AI Agents, Generative AI, OpenAI, ChatGPT, Business Process Automation, Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      20K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      G

      Google

      Google UX Design

      Skills you'll gain: UI/UX Research, User Research, Responsive Web Design, Wireframing, Usability Testing, Storyboarding, User Experience Design, Information Architecture, Design Research, Figma (Design Software), Sprint Retrospectives, Mockups, Cross Platform Development, Prototyping, User Experience, Usability, Persona (User Experience), Design Thinking, Interviewing Skills, Applicant Tracking Systems

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      92K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      U

      University of Pennsylvania

      AI and Machine Learning Essentials with Python

      Skills you'll gain: Statistical Machine Learning, PyTorch (Machine Learning Library), Artificial Intelligence, Probability, Probability & Statistics, Sampling (Statistics), Deep Learning, Probability Distribution, Python Programming, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Regression Analysis, Data Processing, Agentic systems, Data Science, Statistical Analysis, Artificial Neural Networks, Algorithms

      4.5
      Rating, 4.5 out of 5 stars
      ·
      28 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      G

      Google

      Google Project Management:

      Skills you'll gain: Project Closure, Agile Project Management, Project Management Life Cycle, Project Planning, Project Management, Project Controls, Milestones (Project Management), Communication Planning, Scope Management, Agile Methodology, Project Risk Management, Project Scoping, Sprint Retrospectives, Sprint Planning, Agile Product Development, Backlogs, Project Schedules, Project Performance, Interviewing Skills, Applicant Tracking Systems

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      132K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Preparing for Google Cloud Certification: Machine Learning Engineer

      Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Generative AI, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), CI/CD, Apache Airflow, Artificial Intelligence and Machine Learning (AI/ML), Data Management, Continuous Integration, Data Governance, Data Pipelines, Dataflow, Kubernetes, Systems Architecture, Systems Design, Cloud Computing Architecture, Cloud Computing, Machine Learning

      4.4
      Rating, 4.4 out of 5 stars
      ·
      4.9K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      I

      IBM

      Machine Learning Introduction for Everyone

      Skills you'll gain: Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Deep Learning, Supervised Learning, Applied Machine Learning, Data Analysis, Computer Science, Artificial Intelligence, Unsupervised Learning, Classification And Regression Tree (CART), Predictive Modeling, Reinforcement Learning, Regression Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      288 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Introduction to Generative AI Learning Path

      Skills you'll gain: Regulatory Compliance, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9.7K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      The Nuts and Bolts of Machine Learning

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Deep Learning, Decision Tree Learning, Data Validation, Workflow Management, Predictive Modeling, Python Programming, Random Forest Algorithm, Performance Metric

      4.8
      Rating, 4.8 out of 5 stars
      ·
      542 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      AI For Everyone

      Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Technology Strategies, Business Intelligence, Data Ethics, Business Ethics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      49K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      G

      Google

      Google Data Analytics

      Skills you'll gain: Data Presentation, Data Storytelling, Data Cleansing, Data Visualization, Data Validation, Rmarkdown, Data Integrity, Interactive Data Visualization, Data Ethics, Dashboard, Ggplot2, Data Quality, Stakeholder Communications, Data Literacy, Data Visualization Software, Data Analysis, SQL, Interviewing Skills, Analytical Skills, Applicant Tracking Systems

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      172K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    Mathematics For Machine Learning learners also search

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    1…456…834

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

    • Introduction to Embedded Machine Learning: Edge Impulse
    • Advanced Machine Learning on Google Cloud: Google Cloud
    • Introduction to Artificial Intelligence (AI): IBM
    • Google UX Design: Google
    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Google Project Management:: Google
    • Preparing for Google Cloud Certification: Machine Learning Engineer: Google Cloud
    • Machine Learning Introduction for Everyone: IBM
    • Introduction to Generative AI Learning Path: Google Cloud
    • The Nuts and Bolts of Machine Learning: Google

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