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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


  • U

    University of Maryland, College Park

    Programming Mobile Applications for Android Handheld Systems: Part 2

    Skills you'll gain: Android (Operating System), Android Development, Mobile Development, Data Management, User Interface (UI), Human Computer Interaction, Event-Driven Programming, Network Model, Geographic Information Systems, Interactive Design, Geospatial Information and Technology, Data Storage, Animations, Computer Programming, Computer Graphics

    4.7 stars, 172 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (172) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    ManyChat for Beginners: Automate Instagram Lead Generation

    Skills you'll gain: Instagram, Email Marketing, Email Automation, Lead Generation, Marketing Automation, Make.com, Digital Marketing Tools, Google Sheets, Social Media, Gmail

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Qualitative Methods for Quantitative People (with GenAI)

    Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization

    2.8 stars, 8 reviews, Beginner, Course, 1 - 3 Months

    ★ 2.8 (8) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, AI Workflows, Responsible AI, Agentic Workflows, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Practice Management Software, Data Governance, Clinical Informatics, AI Integrations, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Medical Science and Research, Artificial Intelligence, Clinical Trials, Agentic systems, Automation, Continuous Monitoring, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Data Cleaning with Python for Finance

    Skills you'll gain: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Structures, Financial Forecasting, Technical Communication, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Project Documentation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Microsoft Publisher for Office 365/2021

    Skills you'll gain: Microsoft 365, Layout Design, Digital Publishing, Proofreading, Graphic Design, Content Management, Editing, Graphics Software, Content Creation, Graphic and Visual Design Software, Productivity Software, Data Sharing, Design, Typography, Multimedia, Marketing

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Designing Meaningful Interface Animation for UX

    Skills you'll gain: Motion Graphics, UI/UX Strategy, Animations, User Interface and User Experience (UI/UX) Design, Usability, User Experience, Interaction Design, User Experience Design, User Interface (UI), User Interface (UI) Design, Prototyping, Cascading Style Sheets (CSS), User Flows, Creative Design, Web Content Accessibility Guidelines, Style Guides

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Copilot for Advanced Collaboration in Teams and Outlook

    Skills you'll gain: Microsoft Copilot, Microsoft Outlook, Microsoft Teams, Microsoft 365, Email Automation, Collaborative Software, Productivity Software, Calendar Management, Meeting Facilitation, Project Coordination, Setting Appointments, Proposal Writing, Microsoft Word, Business Writing, Business Correspondence, Proposal Development

    4.7 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (7) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    DynaTrace Masterclass – The Complete Guide for Beginners

    Skills you'll gain: Devops Tools, Cloud-Native Computing, Enterprise Application Management, System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Data Governance, Transaction Processing, Continuous Deployment, Continuous Integration, Continuous Monitoring, Application Deployment, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data, Software Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    AI Ecosystem for the Absolute Beginners - Hands-On

    Skills you'll gain: Amazon Bedrock, Prompt Engineering Tools, Generative Model Architectures, Model Evaluation, Machine Learning Methods, Large Language Modeling, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Model Training, AI Integrations

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Cloud Architects - 한국어

    Skills you'll gain: Kubernetes, Google Gemini, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud-Native Computing, Cloud Infrastructure, Generative AI Agents, Prompt Engineering, Managed Services, Unix Shell

    Beginner · Course · 1 - 4 Weeks

1…312313314…834

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

  • Programming Mobile Applications for Android Handheld Systems: Part 2: University of Maryland, College Park
  • ManyChat for Beginners: Automate Instagram Lead Generation: Coursera
  • Qualitative Methods for Quantitative People (with GenAI): Vanderbilt University
  • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Data Cleaning with Python for Finance: Coursera
  • Microsoft Publisher for Office 365/2021: Logical Operations
  • Designing Meaningful Interface Animation for UX: Packt
  • Copilot for Advanced Collaboration in Teams and Outlook: Microsoft
  • DynaTrace Masterclass – The Complete Guide for Beginners: Coursera

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