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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


  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Accounting for Mergers and Acquisitions: Foundations

    Skills you'll gain: Mergers & Acquisitions, Corporate Accounting, Investments, Financial Accounting, Business Valuation, Accounting, Financial Reporting, Financial Statement Analysis, Consolidation, Financial Statements

    4.7
    Rating, 4.7 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Agile & Scrum Mastery for CSM and PSM Certification

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Continuous Improvement Process, Meeting Facilitation, Team Management, Team Building, Sprint Planning, Team Leadership, User Story, Lean Methodologies, Case Studies, Performance Improvement, Performance Analysis, Product Development, Leadership, Administration, Business

    Beginner · Specialization · 1 - 3 Months

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    S

    Skillshare

    Nomad Sculpt for Beginners

    Skills you'll gain: 3D Modeling, 3D Assets, Color Theory, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animations, Graphical Tools, Data Import/Export, Image Quality, Design Elements And Principles, User Interface (UI), Animation and Game Design, Creative Design

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    Figma, Sketch & Miro for UX Design

    Skills you'll gain: User Research, Prototyping, Wireframing, Human Centered Design, Miro AI, User Flows, Design, User Interface (UI), Design Specifications, Interactive Design, Persona Development, Design Software, User Interface (UI) Design, UI Components, Ideation, Animations

    4.6
    Rating, 4.6 out of 5 stars
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    30 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    J

    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    641 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Maryland, College Park

    Developing the Opportunity for Corporate Entrepreneurs

    Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, Corporate Strategy, New Business Development, Value Propositions, Business Strategy, Competitive Analysis, Strategic Decision-Making, Market Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Creating Engaging Content for TikTok

    Skills you'll gain: TikTok, Social Media Content, Content Performance Analysis, Content Creation, Video Editing, Social Media Marketing, Social Media Strategy, Storytelling, Drive Engagement, Content Strategy, Social Media Campaigns, Brand Awareness, Customer Engagement

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Essential Causal Inference Techniques for Data Science

    Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    39 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    C

    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Exploratory Data Analysis, Data Validation, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    L

    LearnQuest

    Introduction to Python Scripting for DevOps

    Skills you'll gain: Scripting, Programming Principles, Computer Programming, Python Programming, Command-Line Interface, Development Environment, Integrated Development Environments, Debugging

    4
    Rating, 4 out of 5 stars
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    142 reviews

    Beginner · Course · 1 - 4 Weeks

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    A

    Alex Genadinik

    ChatGPT For Brand Storytelling - Create A Memorable Brand

    Skills you'll gain: Content Performance Analysis, Brand Strategy, ChatGPT, Storytelling, Brand Marketing, Corporate Communications, Performance Measurement, Key Performance Indicators (KPIs), Drive Engagement, Brand Awareness, Branding, Value Propositions, Prompt Engineering, Responsible AI, Data Ethics, Copywriting, Customer Engagement

    Mixed · Course · 1 - 4 Weeks

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Accounting for Mergers and Acquisitions: Foundations: University of Illinois Urbana-Champaign
  • Agile & Scrum Mastery for CSM and PSM Certification: EDUCBA
  • Nomad Sculpt for Beginners: Skillshare
  • Figma, Sketch & Miro for UX Design: Coursera
  • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University
  • Developing the Opportunity for Corporate Entrepreneurs: University of Maryland, College Park
  • Creating Engaging Content for TikTok: Coursera
  • Essential Causal Inference Techniques for Data Science: Coursera
  • GenAI for Business Intelligence Analysts: Coursera
  • Introduction to Python Scripting for DevOps: LearnQuest

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