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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


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    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Sales Strategy, Sales, Marketing Strategies, Storytelling, User Research, Presentations, Social Media Marketing, Customer Insights, Strategic Marketing, Goal Setting, Fundraising and Crowdsourcing, Brand Strategy, Entrepreneurial Finance, Key Performance Indicators (KPIs), Strategic Partnership, Business Priorities, Professional Networking

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    Prompt Engineering for AI Text Generation

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Generative AI, Business Communication, AI Enablement, Responsible AI, Data Ethics, LLM Application, Large Language Modeling, Artificial Intelligence, Customer Service, Marketing

    Mixed · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Data & Finance for the future

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Balance Sheet, Cash Flows, Income Statement, Working Capital, Statistical Methods, International Finance, Business Economics, Economics, Market Dynamics, Business Planning, Business Strategy

    4.8
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    488 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Amsterdam

    Data Analytics for Lean Six Sigma

    Skills you'll gain: Lean Six Sigma, Statistical Hypothesis Testing, Minitab, Regression Analysis, Data Visualization Software, Probability Distribution, Data Analysis, Histogram, Statistical Analysis, Box Plots, Process Improvement, Logistic Regression, Statistics, Variance Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Irvine

    Project Management: The Basics for Success

    Skills you'll gain: Project Controls, Team Leadership, Project Planning, Team Performance Management, Team Management, Team Building, Project Management, Project Management Life Cycle, Project Schedules, Performance Reporting, Leadership, Management Reporting, Communication Planning, Stakeholder Management, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    11K reviews

    Mixed · Course · 1 - 4 Weeks

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    Niel Asher Education

    Clinical Sports Massage for Common Injuries

    Skills you'll gain: Manual Therapy, Sports Medicine, Athletic Training, Patient Evaluation, Exercise Therapy, Rehabilitation, Clinical Assessment, Injury Prevention, Treatment Planning, Physical Therapy, Orthopedics, Patient Education And Counseling, Pain Management, Kinesiology, Patient Treatment, Health And Wellness Coaching, Health Care, Pathology, Human Relations Movement, Anatomy

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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    Michigan State University

    Avatar Psychology for Designers

    Skills you'll gain: Persona (User Experience), Research Design, Game Design, Design, Animation and Game Design, User Experience Design, Diversity Awareness, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity

    3.8
    Rating, 3.8 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection

    Intermediate · Course · 1 - 3 Months

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    Arizona State University

    Decision-Making for Everyone

    Skills you'll gain: Creative Thinking, Problem Solving, Creative Problem-Solving, Brainstorming, Critical Thinking and Problem Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Root Cause Analysis, Innovation, Analytical Skills, Decision Making, Data Collection, Collaboration, Stakeholder Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    118 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Procurement for Governments

    Skills you'll gain: Supplier Relationship Management, Procurement, Vendor Management, Ethical Standards And Conduct, Purchasing, Business Ethics, Strategic Sourcing, Governance, Social Impact, Compliance Management, Contract Management, Supply Chain, Accountability, Due Diligence, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Technical Communication, Virtual Environment, Storytelling, Visualization (Computer Graphics), Design Strategies, Creative Design, Aesthetics, Design Research

    4.5
    Rating, 4.5 out of 5 stars
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    821 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Pitching, Marketing and Sales For Startups: Macquarie University
  • Prompt Engineering for AI Text Generation: Logical Operations
  • Data & Finance for the future: Fundação Instituto de Administração
  • Data Analytics for Lean Six Sigma: University of Amsterdam
  • Project Management: The Basics for Success: University of California, Irvine
  • Clinical Sports Massage for Common Injuries: Niel Asher Education
  • Master Java Build Tools for ML Projects: Coursera
  • Avatar Psychology for Designers: Michigan State University
  • AI For Data Analysts: AI CERTs
  • Decision-Making for Everyone: Arizona State University

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