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Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Popular Math For Machine Learning Courses and Certifications


  • J

    Johns Hopkins University

    Fundamentals of Scientific Research Under Uncertainty

    Skills you'll gain: Scientific Methods, Science and Research, Critical Thinking, Bayesian Statistics, General Science and Research, Research, Analytical Skills, Research Design, Research Methodologies, Statistical Methods, Probability, Probability & Statistics

    ★ 4.9 (43) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Animals, Self, and Society

    Skills you'll gain: Culture, Social Studies, Social Sciences, Sociology, Anthropology, Social Justice, Media and Communications, Cultural Diversity, Environmental Issue

    ★ 4.7 (150) · Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Business Analysis: Project and Stakeholder Management

    Skills you'll gain: Stakeholder Analysis, Stakeholder Management, Stakeholder Engagement, Risk Analysis, Business Analysis, Communication Planning, Risk Mitigation, Project Management, Risk Management, Plan Execution, Project Planning, Business Analysis Tools, Stakeholder Communications, Project Risk Management, Communication Strategies, Scope Management, Management Reporting, Communication

    ★ 4.8 (34) · Beginner · Course · 1 - 3 Months

  • N

    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Engineering Calculations, Applied Mathematics, Linear Algebra, Graphical Tools, Estimation

    ★ 4.7 (104) · Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Web of Data

    Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Processing, Data Access, Data Sharing, Web Applications, Data Mining, Interoperability, Software Architecture, Data Architecture, Data Modeling

    ★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Protocolo de investigación médica: diseño y desarrollo

    Skills you'll gain: Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Quantitative Research, Clinical Research, Statistical Methods, Scientific Methods, Statistical Analysis, Sampling (Statistics), Science and Research, Statistical Hypothesis Testing, Responsible AI, Informed Consent, Technical Writing, Statistical Inference, Artificial Intelligence, Sample Size Determination

    ★ 4.9 (73) · Beginner · Course · 3 - 6 Months

  • A

    Airbus Beyond

    Understanding Global Supply Chains

    Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Logistics Management, Risk Management, Strategic Planning, Leadership, Stakeholder Engagement, Transportation Operations, Operations, Regulatory Requirements, Inventory Control

    ★ 4.8 (13) · Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    AWS Solutions Architect Associate Exam Prep

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Serverless Computing, Amazon S3, Identity and Access Management, Disaster Recovery, Amazon Elastic Compute Cloud, Amazon CloudWatch, Cloud Computing Architecture, Amazon Redshift, Cloud Hosting, Amazon DynamoDB, Cloud Services, Solution Architecture, Cloud Engineering, Containerization, Cloud Infrastructure, Cloud Storage, Cloud Computing, API Gateway

    ★ 4 (50) · Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Accounting Assistant

    Skills you'll gain: Accounts Payable and Receivable, Accounts Payable, Bookkeeping, Generally Accepted Accounting Principles (GAAP), Cash Flow Forecasting, Month End Closing, Balancing (Ledger/Billing), Payroll Tax, Financial Statements, Process Analysis, Audit Working Papers, Accounting, Accounting Software, Reconciliation, Invoicing, General Ledger, Microsoft Excel, Payroll Processing, Internal Auditing, Variance Analysis

    ★ 2.9 (14) · Beginner · Professional Certificate · 3 - 6 Months

  • 2

    28DIGITAL

    Innovation & Entrepreneurship - From Design Thinking to Funding

    Skills you'll gain: Business Modeling, Design Thinking, Innovation, Ideation, Entrepreneurship, Solution Design, Business Strategy, Business Architecture, Customer Insights, Brainstorming, Customer Analysis, Market Opportunities, Entrepreneurial Finance, Creativity, Product Strategy, Fundraising and Crowdsourcing, Value Propositions

    ★ 4.7 (153) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Symmetric Cryptography

    Skills you'll gain: Data Encryption Standard, Advanced Encryption Standard (AES), Cryptography, Encryption, Key Management, Brute-force attacks, Algorithms

    ★ 4.5 (284) · Intermediate · Course · 1 - 3 Months

  • I

    INSEAD

    Blockchain in Financial Services: Strategic Action Plan

    Skills you'll gain: Blockchain, Business Planning, Plan Execution, Strategic Thinking, Business Strategies, Business Strategy, Strategic Decision-Making, FinTech, Strategic Partnership, Work Breakdown Structure, Decision Making, Market Opportunities, Solution Design, Proposal Development, Financial Services, Business Modeling, Competitive Analysis, Market Analysis, Case Studies, Needs Assessment

    ★ 4.4 (70) · Intermediate · Course · 1 - 3 Months

1…831832833…834

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

  • Fundamentals of Scientific Research Under Uncertainty: Johns Hopkins University
  • Animals, Self, and Society: University of Colorado Boulder
  • Business Analysis: Project and Stakeholder Management: SkillUp
  • Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots : Northwestern University
  • Web of Data: 28DIGITAL
  • Protocolo de investigación médica: diseño y desarrollo: Universidad Nacional Autónoma de México
  • Understanding Global Supply Chains: Airbus Beyond
  • AWS Solutions Architect Associate Exam Prep: LearnKartS
  • Accounting Assistant: Coursera
  • Innovation & Entrepreneurship - From Design Thinking to Funding: 28DIGITAL

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