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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 Trial
      Free Trial
      U

      University of London

      Mathematics for Computer Science

      Skills you'll gain: Arithmetic, Computer Science, Computational Thinking, Mathematical Theory & Analysis, General Mathematics, Algebra, Applied Mathematics, Systems Of Measurement, Logical Reasoning

      4.1
      Rating, 4.1 out of 5 stars
      ·
      244 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Fake News Detection with Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Natural Language Processing, Deep Learning, Data Analysis, Artificial Neural Networks, Text Mining, Data Cleansing, Data Processing, Machine Learning, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      260 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • C

      Coursera Project Network

      Breast Cancer Prediction Using Machine Learning

      Skills you'll gain: Scikit Learn (Machine Learning Library), Data Cleansing, Data Processing, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Data Import/Export, Supervised Learning, Google Workspace, Pandas (Python Package), Machine Learning, Machine Learning Algorithms, Data Mining, Python Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      49 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • C

      Commonwealth Education Trust

      Foundations of Teaching for Learning: Introduction

      Skills you'll gain: Teaching, Student Engagement, Creativity, Education and Training, Adaptability, Classroom Management, Cognitive flexibility, Instructional Strategies, Lifelong Learning, Learning Styles, Professional Development, Learning Theory, Curriculum Planning, Constructive Feedback, Planning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      840 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Equations & Inequalities

      Skills you'll gain: Algebra, Arithmetic, Graphing, Applied Mathematics, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      604 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Convolutional Neural Networks

      Skills you'll gain: Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Data Processing, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      43K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      English for Science, Technology, Engineering, and Mathematics

      Skills you'll gain: Research, Science and Research, Research Methodologies, Experimentation, Language Competency, English Language, General Science and Research, Technical Communication, Environment, Oral Comprehension, Energy and Utilities, Vocabulary, Emerging Technologies, Environmental Science, Grammar, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2.9K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Amsterdam

      Logic for Economists

      Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, General Mathematics, Advanced Mathematics

      4.4
      Rating, 4.4 out of 5 stars
      ·
      295 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Foundations for Everyone

      Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, OpenAI, ChatGPT, Process Design, IBM Cloud, Machine Learning, Self Service Technologies, Business Process Automation, Artificial Intelligence, Deep Learning, Application Deployment, Automation, Large Language Modeling, Natural Language Processing, Technical Writing, Customer Service, Image Analysis, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Structuring Machine Learning Projects

      Skills you'll gain: Data-Driven Decision-Making, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Deep Learning, Supervised Learning, Test Data, Analysis, Algorithms, Performance Tuning, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Unsupervised Learning, Recommenders, Reinforcement Learning

      Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Tensorflow, Supervised Learning, Artificial Neural Networks, Predictive Modeling, Algorithms

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

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Shanghai Jiao Tong University

      Discrete Mathematics

      Skills you'll gain: Graph Theory, Combinatorics, Theoretical Computer Science, Mathematical Theory & Analysis, Network Analysis, Advanced Mathematics, Computer Science, Data Structures, Algorithms, Computational Thinking, Probability

      3.3
      Rating, 3.3 out of 5 stars
      ·
      199 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Mathematics for Computer Science: University of London
    • Fake News Detection with Machine Learning: Coursera Project Network
    • Breast Cancer Prediction Using Machine Learning: Coursera Project Network
    • Foundations of Teaching for Learning: Introduction: Commonwealth Education Trust
    • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
    • Convolutional Neural Networks: DeepLearning.AI
    • English for Science, Technology, Engineering, and Mathematics: University of Pennsylvania
    • Logic for Economists: University of Amsterdam
    • AI Foundations for Everyone: IBM
    • Structuring Machine Learning Projects: DeepLearning.AI

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