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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


  • J

    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Infection Control, Public Health and Disease Prevention, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling, Decision Intelligence, Decision Support Systems, Vulnerability

    4.7 stars, 643 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (643) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency

    Skills you'll gain: Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Model Evaluation

    4.7 stars, 13 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (13) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Momentum Indicators for Trend Confirmation

    Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Financial Trading, Securities Trading

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Creating Engaging Content for Facebook

    Skills you'll gain: Content Scheduling, Social Media Marketing, Content Performance Analysis, Driving engagement, Social Media Campaigns, Social Media Analytics, Drive Engagement, Content Optimization, Video Production, Photo/Video Production and Technology, Workflow Management

    5 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Power Platform Architecture & Technical Design, Spreadsheet Software, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.4 stars, 855 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (855) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft Azure For .NET Developers

    Skills you'll gain: Infrastructure As A Service (IaaS), Azure Active Directory, Microsoft Azure, Virtual Machines, Cloud Hosting, .NET Framework, Cloud Deployment, Kubernetes, Cloud Infrastructure, Docker (Software), Cloud Development, Cloud Applications, Microsoft Development Tools, Containerization, Microsoft SQL Servers, Application Deployment, Platform As A Service (PaaS), Database Application, Active Directory, Microsoft Visual Studio

    Intermediate · Course · 3 - 6 Months

  • M

    Microsoft

    Introduction to Generative AI for Data Analysis

    Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection

    4.3 stars, 106 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (106) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Salary Negotiation Strategies for Career Growth

    Skills you'll gain: Negotiation, Value Propositions, Communication Strategies, Communication, Strategic Communication, Compensation Strategy, Proposal Development, Compensation Management, Professionalism, Overcoming Objections, Compensation and Benefits, Marketing Psychology, Job Evaluation, Influencing, Overcoming Obstacles, Professional Networking, Benchmarking, Personal Development

    5 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (16) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Statistical Software, Data Analysis, Logistic Regression, Probability & Statistics, Statistical Modeling, Descriptive Statistics, Model Evaluation, Public Health

    4.5 stars, 331 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (331) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dubai College of Tourism

    Menu Design for Dubai Hospitality

    Skills you'll gain: Restaurant Operation, Revenue Management, Food Services, Restaurant Management, Hotel And Restaurant Management, Hospitality and Food Services, Sales Strategy, Hospitality Management, Hospitality, Food and Beverage, Cost Accounting, Layout Design, Customer experience improvement, Gross Profit, Graphic and Visual Design, Copywriting, Analysis

    5 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (7) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Mastering AI Agents for Databases

    Skills you'll gain: LangChain, Generative AI Agents, Development Environment, Agentic systems, AI Workflows, Artificial Intelligence, Agentic Workflows, Tool Calling, LLM Application, Database Systems, Database Management, SQL, Database Application, OpenAI API, Software Development Tools, OpenAI, Data Processing

    Intermediate · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Developing the Opportunity for Corporate Entrepreneurs

    Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, New Business Development, Business Strategy, Ideation, Initiative and Leadership, Competitive Analysis, Market Analysis

    4.4 stars, 94 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (94) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular math for machine learning courses

  • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University
  • Responsible AI for Developers: Interpretability & Transparency: Google Cloud
  • Momentum Indicators for Trend Confirmation: EDUCBA
  • Creating Engaging Content for Facebook: Coursera
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • Microsoft Azure For .NET Developers: Packt
  • Introduction to Generative AI for Data Analysis: Microsoft
  • Salary Negotiation Strategies for Career Growth: EDUCBA
  • Survival Analysis in R for Public Health: Imperial College London
  • Menu Design for Dubai Hospitality: Dubai College of Tourism

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