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  • Math For Machine Learning

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


  • C

    CertNexus

    Preparing for Your CertNexus Certification Exam

    Skills you'll gain: Test Tools, Learning Strategies, Test Planning, Goal Setting, Professional Development, Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    179 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Toronto

    App Design and Development for iOS

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, Application Design, Application Development, User Interface (UI), UI Components, Human Computer Interaction, Interactive Design, Interaction Design, Graphical Tools, Graphic and Visual Design, Data Persistence, Animations, Computer Graphics, Persistence, Network Model

    4.1
    Rating, 4.1 out of 5 stars
    ·
    269 reviews

    Mixed · Course · 1 - 3 Months

  • I

    IBM

    Introduction to R Programming for Data Science

    Skills you'll gain: R (Software), Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Programming Principles, Jupyter, File I/O, Integrated Development Environments, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    615 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    AI for Brand Visibility

    Skills you'll gain: Prompt Engineering, Generative AI, Generative AI Agents, Marketing Design, Web Content Accessibility Guidelines, Marketing Materials, Brand Awareness, Marketing, Campaign Planning, Marketing Collateral, Branding, Content Optimization, Search Engine Optimization, AI Workflows, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Unsupervised Learning, Data Wrangling, Model Training, Feature Engineering, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Employment Law for Managers

    Skills you'll gain: Business Ethics, Legal Risk, Law, Regulation, and Compliance, Management Training And Development

    Beginner · Course · 1 - 4 Weeks

  • D

    Dassault Systèmes

    Virtual Factory for Education

    Skills you'll gain: Robotics, Automation Engineering, Equipment Design, Production Line, Drafting and Engineering Design, Technical Design

    Beginner · Course · 1 - 4 Weeks

  • I

    Icahn School of Medicine at Mount Sinai

    Transgender Medicine for General Medical Providers

    Skills you'll gain: Mental and Behavioral Health, Behavioral Health, Psychosocial Assessments, Primary Care, Patient Education And Counseling, Medication Therapy Management, Surgery, Patient-centered Care, Perioperative Care, Treatment Planning, Pharmacotherapy, Endocrinology, Health Equity, Health Disparities, Dignity in Care, Preventative Care

    4.8
    Rating, 4.8 out of 5 stars
    ·
    271 reviews

    Beginner · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Six Sigma Tools for Define and Measure

    Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Process Improvement and Optimization, Project Design, Project Schedules, Business Process, Business Process Management, Process Development, Project Management, Project Planning, Quality Management, User Feedback, Project Management Life Cycle, Probability & Statistics, Process Flow Diagrams, Customer experience improvement, Data Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Relational Database Support for Data Warehouses

    Skills you'll gain: Data Warehousing, SQL, Data Governance, Data Integration, Data Management, Business Intelligence, Oracle Databases, Analytics, PostgreSQL, Data Mining, Big Data, Relational Databases, Database Management Systems, Query Languages, Business Analytics, Data Architecture, Analytical Skills, Data Storage Technologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    592 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Strategies for Cloud Security Risk Management

    Skills you'll gain: Cloud Security, Risk Management Framework, Cloud Standards, Cyber Risk, Data Security, Security Management, ISO/IEC 27001, Information Privacy, Infrastructure as Code (IaC), Cyber Security Policies, Security Controls, Enterprise Security, Google Cloud Platform

    4.5
    Rating, 4.5 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis

    Intermediate · Course · 1 - 3 Months

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

  • Preparing for Your CertNexus Certification Exam: CertNexus
  • App Design and Development for iOS: University of Toronto
  • Introduction to R Programming for Data Science: IBM
  • AI for Brand Visibility: Coursera
  • DataPrep for H2O Driverless AI: H2O.ai
  • Employment Law for Managers: SkillUp
  • Virtual Factory for Education: Dassault Systèmes
  • Transgender Medicine for General Medical Providers: Icahn School of Medicine at Mount Sinai
  • Six Sigma Tools for Define and Measure: Kennesaw State University
  • Relational Database Support for Data Warehouses: University of Colorado System

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