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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


  • C

    Coursera

    Algorithmic Solutions: Design, Problem Solving, Reporting

    Skills you'll gain: Algorithms, Technical Communication, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Technical Writing, Data Structures, Applied Mathematics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Data Analysis and Visualization with Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Datamaps, Data Visualization, Dashboard Creation, Sampling (Statistics), Dashboard, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software

    3.7
    Rating, 3.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Personalized Nutrition, Policy, and Food Regulations

    Skills you'll gain: Health Equity, Health Disparities, Nutrition and Diet, Good Manufacturing Practices, Food Quality Assurance And Control, Nutrition Education, AI Personalization, Food Safety and Sanitation, Policy Development, Clinical Nutrition, Regulatory Affairs, Public Health, Regulatory Compliance, Health Policy, Health Informatics, Advocacy, Health Assessment, Health Technology, Microbiology, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Linux Mint

    Skills you'll gain: Remote Access Systems, Command-Line Interface, System Monitoring, Unix Commands, User Accounts, Unix Shell, Linux, Linux Administration, Shell Script, Linux Commands, User Provisioning, Operating System Administration, Linux Servers, Network Security, Systems Administration, Software Installation, File Systems, System Configuration, Data Sharing, Operating Systems

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: Security Testing, Cyber Threat Intelligence, Cyber Risk, AI Integrations, Cyber Attacks, Cyber Security Assessment, Cybersecurity, IT Security Architecture, Security Controls, Threat Modeling, Security Strategy, Data Ethics, Security Engineering, Threat Detection, Data Governance, Data Security, Security Management, Information Privacy, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Expressway to Data Science: R Programming and Tidyverse

    Skills you'll gain: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, R (Software), Plot (Graphics), Data Visualization, Data Import/Export, Statistical Visualization, Data Wrangling, Statistical Reporting, Data Visualization Software, Data Presentation, Data Analysis, Data Science, Data Manipulation, Statistical Analysis, Relational Databases, Data Cleansing, Communication

    4.1
    Rating, 4.1 out of 5 stars
    ·
    56 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    Universidad Austral

    Publicidad Digital con Google AdWords

    Skills you'll gain: Google Ads, Campaign Management, Marketing Budgets, Pay Per Click Advertising, Keyword Research, Performance Metric, Contextual Advertising, Performance Analysis, Online Advertising, Digital Advertising, Budget Management, Search Engine Marketing, Advertising Campaigns, Paid media, Advertising, Bidding, Target Audience, Network Model

    4.6
    Rating, 4.6 out of 5 stars
    ·
    280 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Community Change in Public Health

    Skills you'll gain: Community Health, Community Development, Public Health, Social Determinants Of Health, Community Organizing, Health Promotion, Health Equity, Public Health and Disease Prevention, Health Disparities, Community Outreach, Community and Social Work, Economics, Policy, and Social Studies, Political Sciences, Driving engagement, Cultural Diversity, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    177 reviews

    Mixed · Course · 1 - 3 Months

  • R

    Rice University

    Introduction to Biology: Biodiversity

    Skills you'll gain: Biology, Microbiology, Life Sciences, Molecular, Cellular, and Microbiology, Environment, Environmental Science, Infectious Diseases, Molecular Biology, Cell Biology, Taxonomy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    77 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Modern HTML5 & Responsive Web Development Mastery

    Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Bootstrap (Front-End Framework), UI Components, Front-End Web Development, Usability, User Interface (UI), Interactive Design, Javascript, Creative Design, Graphic and Visual Design, Web Design and Development, Typography, Frontend Performance, Web Analytics and SEO, Web Development, Web Content Accessibility Guidelines

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Accounting Analysis II: Measurement and Disclosure of Liabilities

    Skills you'll gain: General Accounting, Accounts Payable, Accrual Accounting, Accruals, Accounting, Standard Accounting Practices, International Financial Reporting Standards, Technical Accounting, Financial Accounting, Accounts Payable and Receivable, Generally Accepted Accounting Principles (GAAP), Lease Contracts, Financial Reporting, Financial Statements

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    131 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Algorithmic Solutions: Design, Problem Solving, Reporting: Coursera
  • Data Analysis and Visualization with Microsoft Excel: Logical Operations
  • Personalized Nutrition, Policy, and Food Regulations: University of Illinois Urbana-Champaign
  • Linux Mint: EDUCBA
  • Cyber Security: Security of AI: Macquarie University
  • Data Science at Scale - Capstone Project: University of Washington
  • Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
  • Publicidad Digital con Google AdWords: Universidad Austral
  • Community Change in Public Health: Johns Hopkins University
  • Introduction to Biology: Biodiversity: Rice University

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