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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


  • S

    Shanghai Jiao Tong University

    Mandarin Chinese for Intermediate Learners: Part 2

    Skills you'll gain: Language Competency, Vocabulary, Language Learning, Oral Comprehension

    ★ 4.1 (35) · Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    HR Budgeting and Compensation for Startups

    Skills you'll gain: Compensation Strategy, Training Programs, Compensation Management, Employee Training, Workforce Development, Compensation Analysis, Training and Development, Compensation and Benefits, Expense Management, Budget Management, Employee Performance Management, Cost Management, Workforce Planning, People Development, Budgeting, Program Evaluation, Workforce Management, Cost Control, Payroll Administration, Human Resources Information System (HRIS)

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Michigan

    AI for Design and Optimization

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Model Optimization, AI Workflows, Machine Learning Methods, Machine Learning

    ★ 4.4 (73) · Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Copyright for Educators & Librarians

    Skills you'll gain: Intellectual Property, Educational Materials, Law, Regulation, and Compliance, Legal Risk, Education and Training, Regulation and Legal Compliance, Legal Research, Case Law

    ★ 4.8 (619) · Mixed · Course · 1 - 3 Months

  • M

    MathWorks

    AI for Engineering: An Overview

    Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Computer Vision, Engineering Analysis, Artificial Intelligence, Process Modeling, AI Integrations, AI literacy, AI Workflows, Simulation and Simulation Software, Failure Analysis, Digital Transformation, Decision Support Systems, Machine Learning Methods, System Monitoring, Predictive Modeling, Model Evaluation, Reinforcement Learning

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Mobile Marketing Strategies for Digital Growth

    Skills you'll gain: Email Marketing, Marketing Strategies, Data-Driven Marketing, Online Advertising, Digital Media Strategy, Social Media Campaigns, Social Media Marketing, Marketing Effectiveness, Marketing Channel, Strategic Marketing, Campaign Management, Digital Marketing, Marketing Analytics, Driving engagement, Customer Engagement, Marketing, Advertising, Data-Driven Decision-Making, Customer experience improvement, Advertising Campaigns

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Programming for Designers

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado System

    Data Science for Marketing

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning

    ★ 4.9 (16) · Intermediate · Specialization · 3 - 6 Months

  • I

    ISSA (International Sports Sciences Association)

    Nutrition Coaching for Fitness

    Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Nutrition Care Plans, Health And Wellness Coaching, Nutritional Assessment, Dietetics, Nutrition Education, Exercise Science, Coaching, Clinical Nutrition, Habit Formation, Culture, Biology, Behavior Management, Critical Thinking, Health Assessment, Health Education, Athletic Training, Health Care, Mental and Behavioral Health

    ★ 5 (8) · Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences, Graph Theory

    ★ 4.7 (932) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Snowflake for Data Science: Intro to Snowpark ML for Python

    Skills you'll gain: Model Deployment, Snowflake Schema, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Model Training, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Copilot for Sales

    Skills you'll gain: Microsoft Copilot, Sales Enablement, Customer Engagement, Taking Meeting Minutes, Customer Relationship Building, Productivity Software, Meeting Facilitation, Generative AI Agents, AI Personalization, Email Automation, General Sales Practices, Business Correspondence, AI Enablement, AI Integrations, Proposal Development

    ★ 4.5 (19) · Beginner · Course · 1 - 4 Weeks

1…878889…834

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

  • Mandarin Chinese for Intermediate Learners: Part 2: Shanghai Jiao Tong University
  • HR Budgeting and Compensation for Startups: EDUCBA
  • AI for Design and Optimization: University of Michigan
  • Copyright for Educators & Librarians: Duke University
  • AI for Engineering: An Overview: MathWorks
  • Mobile Marketing Strategies for Digital Growth: EDUCBA
  • Programming for Designers: University of Michigan
  • Data Science for Marketing: University of Colorado System
  • Nutrition Coaching for Fitness: ISSA (International Sports Sciences Association)
  • Algorithms for DNA Sequencing: Johns Hopkins University

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