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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
      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
      D

      DeepLearning.AI

      Natural Language Processing

      Skills you'll gain: Natural Language Processing, Markov Model, Supervised Learning, Large Language Modeling, Applied Machine Learning, Machine Learning Methods, Text Mining, Artificial Neural Networks, Dimensionality Reduction, Deep Learning, Regression Analysis, Feature Engineering, Algorithms, Bayesian Statistics, PyTorch (Machine Learning Library), Machine Learning Algorithms, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.1K reviews

      Intermediate · Specialization · 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
      U

      University of Pennsylvania

      English for Career Development

      Skills you'll gain: Intercultural Competence, Grammar, Interviewing Skills, English Language, Vocabulary, Cultural Sensitivity, Professionalism, Writing, Verbal Communication Skills, Business Communication, Business Writing, Professional Networking, Communication

      4.8
      Rating, 4.8 out of 5 stars
      ·
      17K reviews

      Mixed · Course · 1 - 3 Months

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

      IBM

      IBM Deep Learning with PyTorch, Keras and Tensorflow

      Skills you'll gain: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Generative AI, Tensorflow, Statistical Methods, Image Analysis, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Probability & Statistics, Supervised Learning, Python Programming, Machine Learning Algorithms, Natural Language Processing, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      3.9K reviews

      Intermediate · 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, Matplotlib, Data Literacy, Feature Engineering, Relational Databases, Data Visualization Software, Professional Networking, Predictive Modeling, Plotly, Supervised Learning, Dashboard, Exploratory Data Analysis, Generative AI, Seaborn, Data Visualization, Data Mining, Jupyter, Data Science

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      145K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      Generative AI for Everyone

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, OpenAI, ChatGPT, Artificial Intelligence, Data Ethics, Business Process Automation, Artificial Intelligence and Machine Learning (AI/ML), Automation, Feasibility Studies, Supervised Learning, Cost Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.9K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Exploratory Data Analysis for Machine Learning

      Skills you'll gain: Feature Engineering, Data Analysis, Data Cleansing, Exploratory Data Analysis, Data Science, Artificial Intelligence, Statistical Analysis, Data Transformation, Statistical Inference, Statistical Hypothesis Testing, Data Quality, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Reinforcement Learning

      Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Sampling (Statistics), Supervised Learning, Deep Learning, System Design and Implementation, Markov Model, Algorithms, Simulations, Feature Engineering, Artificial Neural Networks, Game Design, Statistical Methods, Virtual Environment, Performance Tuning, Probability Distribution

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.5K reviews

      Intermediate · Specialization · 3 - 6 Months

    • 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
      ·
      29K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python for Everybody

      Skills you'll gain: Database Design, JSON, Data Processing, SQL, Web Scraping, Relational Databases, Extensible Markup Language (XML), Databases, Database Management, Data Modeling, Data Visualization, Programming Principles, Data Structures, Data Cleansing, Web Services, Data Collection, Python Programming, Computer Programming, Software Installation, File Management

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      278K reviews

      Beginner · Specialization · 3 - 6 Months

    • D

      DeepLearning.AI

      Machine Learning in Production

      Skills you'll gain: MLOps (Machine Learning Operations), Application Deployment, Continuous Deployment, Data Processing, Systems Design, Machine Learning, Unstructured Data, Data Quality, Applied Machine Learning, Data Validation, Predictive Modeling, Feature Engineering, System Monitoring

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

      Intermediate · Course · 1 - 4 Weeks

    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

    • AI and Machine Learning Essentials with Python: University of Pennsylvania
    • Natural Language Processing: DeepLearning.AI
    • Preparing for Google Cloud Certification: Machine Learning Engineer: Google Cloud
    • English for Career Development: University of Pennsylvania
    • IBM Deep Learning with PyTorch, Keras and Tensorflow: IBM
    • IBM Data Science: IBM
    • Generative AI for Everyone: DeepLearning.AI
    • Exploratory Data Analysis for Machine Learning: IBM
    • Reinforcement Learning: University of Alberta
    • Supervised Machine Learning: Regression and Classification : DeepLearning.AI

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