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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: Free
      Free
      A

      Amazon Web Services

      Planning a Machine Learning Project

      Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      10 reviews

      Mixed · Course · 1 - 4 Weeks

    • 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
      ·
      133K reviews

      Beginner · Professional Certificate · 3 - 6 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
      D

      DeepLearning.AI

      Supervised Machine Learning: Regression and Classification

      Skills you'll gain: Supervised Learning, Feature Engineering, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Python Programming, NumPy, Statistical Modeling, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Data Wrangling, Large Language Modeling, Unsupervised Learning, Exploratory Data Analysis, Keras (Neural Network Library), Supervised Learning, Data Manipulation, Applied Machine Learning, Data Import/Export, Flask (Web Framework), Generative AI Agents, PyTorch (Machine Learning Library), Deep Learning, Data Transformation, Predictive Modeling, Data Analysis, Natural Language Processing, Jupyter

      4.6
      Rating, 4.6 out of 5 stars
      ·
      91K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Data Science

      Skills you'll gain: Data Wrangling, SQL, Unsupervised Learning, Exploratory Data Analysis, Matplotlib, Supervised Learning, Data Literacy, Relational Databases, Data Manipulation, Applied Machine Learning, Data Import/Export, Data Visualization Software, Professional Networking, Predictive Modeling, Plotly, Dashboard, Data Transformation, Generative AI, Jupyter, Data Science

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      146K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      DeepLearning.AI TensorFlow Developer

      Skills you'll gain: Tensorflow, Keras (Neural Network Library), Computer Vision, Image Analysis, Time Series Analysis and Forecasting, Forecasting, Artificial Neural Networks, Natural Language Processing, Deep Learning, Applied Machine Learning, Predictive Analytics, Predictive Modeling, Text Mining, Supervised Learning, Artificial Intelligence, Data Processing, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      25K reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Data Analyst

      Skills you'll gain: Data Storytelling, Data Wrangling, SQL, Data Visualization, Extract, Transform, Load, Pivot Tables And Charts, Matplotlib, Exploratory Data Analysis, Relational Databases, Data Manipulation, Data Visualization Software, Data Analysis, Data Cleansing, Data Ethics, Dashboard, Jupyter, IBM Cognos Analytics, Microsoft Excel, Python Programming, Interviewing Skills

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      94K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Generative AI for Data Scientists

      Skills you'll gain: Generative AI, Microsoft Copilot, Anomaly Detection, Data Storytelling, Natural Language Processing, Technical Communication, Data Transformation, Data Ethics, Data Presentation, Data Visualization, Interactive Data Visualization, Prompt Engineering, Data-Driven Decision-Making, Data Visualization Software, Data Pipelines, Data Quality, Data Science, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Critical Thinking

      4.6
      Rating, 4.6 out of 5 stars
      ·
      52 reviews

      Beginner · Specialization · 1 - 3 Months

    • 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
      ·
      173K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • D

      DeepLearning.AI

      Machine Learning in Production

      Skills you'll gain: MLOps (Machine Learning Operations), Continuous Deployment, Data Processing, Machine Learning, Software Development Life Cycle, Unstructured Data, Data Quality, Applied Machine Learning, Data Validation, Predictive Modeling, Feature Engineering, Anomaly Detection, System Monitoring, Data Pipelines

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.3K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Investment Management with Python and Machine Learning

      Skills you'll gain: Portfolio Management, Investment Management, Text Mining, Data Processing, Data Ethics, Asset Management, Risk Analysis, Applied Machine Learning, Statistical Machine Learning, Network Analysis, Financial Market, Machine Learning, Web Scraping, Risk Management, Statistical Methods, Financial Analysis, Financial Data, Financial Modeling, Unstructured Data, Machine Learning Methods

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.8K reviews

      Beginner · Specialization · 3 - 6 Months

    Mathematics For Machine Learning learners also search

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

    • Planning a Machine Learning Project: Amazon Web Services
    • Google Project Management:: Google
    • AI For Everyone: DeepLearning.AI
    • Supervised Machine Learning: Regression and Classification : DeepLearning.AI
    • IBM Generative AI Engineering: IBM
    • IBM Data Science: IBM
    • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
    • IBM Data Analyst: IBM
    • Generative AI for Data Scientists: Microsoft
    • Google Data Analytics: Google

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