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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: New
    New
    Status: Free Trial
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    E

    Edureka

    Generative AI and Prompt Engineering Essentials

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, Generative Model Architectures, LLM Application, Responsible AI, AI Security, Model Evaluation, Natural Language Processing, Artificial Intelligence, Model Deployment, Context Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Imperial College London

    3D Graphics in Android: Sensors and VR

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Virtual Environment, 3D Assets, Visualization (Computer Graphics), Android Development, Computer Graphics, Android Studio, Computer Graphic Techniques, Animations, Interaction Design

    4.6
    Rating, 4.6 out of 5 stars
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    16 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Imperial College London

    Healthcare Entrepreneurship: Taking Ideas to Market

    Skills you'll gain: Intellectual Property, Presentations, Public Speaking, Innovation, Organizational Structure, Persuasive Communication, Healthcare Industry Knowledge, Entrepreneurship, Grant Applications, Commercialization, Fundraising, Market Analysis, Public Health

    4.7
    Rating, 4.7 out of 5 stars
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    75 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    L

    LearnKartS

    AWS Services

    Skills you'll gain: Database Management

    4.3
    Rating, 4.3 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Wrangling Data in the Tidyverse

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, Data Cleansing, R Programming, Data Preprocessing, Statistical Programming, Text Mining

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Codio

    Java Basics: Selection and Iteration

    Skills you'll gain: Debugging, Java Programming, Java, Programming Principles, Computer Programming, Integrated Development Environments, Computer Science, Data Structures

    4.5
    Rating, 4.5 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    R

    Rutgers the State University of New Jersey

    AI Concepts and Strategy

    Skills you'll gain: AI Product Strategy, AI Enablement, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Strategic Thinking, Technology Strategies, Data Strategy, Business Strategies, Scenario Testing, Risk Management, Business Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Performance Optimization and Scalability

    Skills you'll gain: Load Balancing, Scalability, Performance Tuning, Software Architecture, Microsoft Copilot, Application Design, Performance Testing, Systems Architecture, Application Performance Management, Distributed Computing, Database Management, Middleware, SQL

    4.7
    Rating, 4.7 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of London

    Responsive Website Development and Design Capstone

    Skills you'll gain: User Experience Design, Wireframing, Application Design, Technical Communication, Prototyping, Web Development, User Research, Usability Testing, Responsive Web Design, Version Control, Brainstorming, Project Planning, Application Programming Interface (API), Javascript, MongoDB

    4.6
    Rating, 4.6 out of 5 stars
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    65 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    S

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Advanced Analytics, Predictive Modeling, Data Transformation, Exploratory Data Analysis, Applied Machine Learning, Machine Learning Methods, Regression Analysis, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Statistical Modeling

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    L

    L&T EduTech

    ASME B31 Series and Pipeline Construction

    Skills you'll gain: Construction Engineering, Plumbing, Petroleum Industry, Building Codes, Civil Engineering, Construction Management, Oil and Gas, Construction, Energy and Utilities, Mechanical Engineering, Facility Repair And Maintenance, Safety Standards, Engineering Documentation, Manufacturing Standards, Mechanical Design, Design Specifications, Engineering Design Process, Materials science

    4.4
    Rating, 4.4 out of 5 stars
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    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    L

    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

Searches related to mathematics for machine learning

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1…819820821…834

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

  • Generative AI and Prompt Engineering Essentials: Edureka
  • 3D Graphics in Android: Sensors and VR: Imperial College London
  • Healthcare Entrepreneurship: Taking Ideas to Market: Imperial College London
  • AWS Services: LearnKartS
  • Wrangling Data in the Tidyverse: Johns Hopkins University
  • Java Basics: Selection and Iteration: Codio
  • AI Concepts and Strategy: Rutgers the State University of New Jersey
  • Performance Optimization and Scalability: Microsoft
  • Responsive Website Development and Design Capstone : University of London
  • Analyzing Time Series and Sequential Data: SAS

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