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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: Preview
    Preview
    S

    S.P. Jain Institute of Management and Research

    Data Analysis

    Skills you'll gain: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Financial Statements, SEC Filings and Ratio Analysis

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Reporting, Analysis, Critical Thinking, Financial Forecasting, Balance Sheet, Accounting, Forecasting, Income Statement, Annual Reports, Securities (Finance), Business Valuation, Generally Accepted Accounting Principles (GAAP), Cash Flows

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization using Plotly

    Skills you'll gain: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming

    4
    Rating, 4 out of 5 stars
    ·
    50 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Analytical Skills, Behavioral Economics, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms, Probability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    H

    H2O.ai

    H2O.ai Agents : From Theory to Practice

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, LLM Application, OpenAI, Agentic systems, AI Enablement, ChatGPT, Model Deployment, Generative AI, Artificial Intelligence, Decision Support Systems, Data Integration

    4.4
    Rating, 4.4 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Introduction to Relational Databases

    Skills you'll gain: Database Systems, Relational Databases, Database Management, Database Theory, Databases, SQL, Database Design, Database Management Systems, Database Architecture and Administration, Data Access, Query Languages, Data Modeling, Data Manipulation, User Accounts

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Business Operations Support in Google Sheets

    Skills you'll gain: Google Sheets, Data-Driven Decision-Making, Data Analysis, Business Operations, Resource Allocation, Spreadsheet Software, Automation, Management Reporting, Project Controls, Workflow Management, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    197 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Leadership in Interprofessional Informatics

    Skills you'll gain: Team Building, Clinical Leadership, Team Leadership, Professional Development, Leadership, Health Informatics, Innovation, Interpersonal Communications, Cultural Diversity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Write Blog Posts With Outranking: Rank Articles With AI

    Skills you'll gain: Search Engine Optimization, Blogs, Keyword Research, Web Analytics and SEO, Web Content, Content Development and Management, Content Creation, Content Strategy, AI Enablement, Editing, Generative AI, Writing

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    The Science of Generosity: Do Good...Feel Good

    Skills you'll gain: Compassion, Philanthropy, Positivity, Empathy, Social Impact, Cultural Diversity, Cultural Sensitivity, Self-Awareness, Culture, Decision Making, Goal Setting, Planning

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft JavaScript Starter Kit

    Skills you'll gain: Responsive Web Design, Git (Version Control System), Web Development, Cascading Style Sheets (CSS), Data Persistence, React.js, Version Control, Web Development Tools, Performance Tuning, Full-Stack Web Development, GitHub, Event-Driven Programming, Application Design, Game Design, Webpack, Software Testing, Unit Testing, Software Development, Development Environment, Javascript

    4.1
    Rating, 4.1 out of 5 stars
    ·
    14 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Easing Physical Symptoms: It's Not Just Hospice Anymore

    Skills you'll gain: Pain Management, Hospice, Patient Evaluation, Respiratory Care, Psychiatric Assessments, Clinical Assessment, Caregiving, Mental Health Diseases and Disorders, Patient Education And Counseling, Geriatrics, Nutrition and Diet, Pharmacology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

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

  • Data Analysis: S.P. Jain Institute of Management and Research
  • Financial Statements, SEC Filings and Ratio Analysis: University of Illinois Urbana-Champaign
  • Data Visualization using Plotly: Coursera
  • Human Decision Making and its Biases: Fractal Analytics
  • H2O.ai Agents : From Theory to Practice: H2O.ai
  • Introduction to Relational Databases: Illinois Tech
  • Business Operations Support in Google Sheets: Coursera
  • Leadership in Interprofessional Informatics : University of Minnesota
  • Write Blog Posts With Outranking: Rank Articles With AI: Coursera
  • The Science of Generosity: Do Good...Feel Good: University of Pennsylvania

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