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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


  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    SQL for Data Science with R

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Development, Databases, R Programming, R (Software), Data Science, Query Languages, Data Access, Data Manipulation, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    192 reviews

    Beginner · Course · 1 - 3 Months

  • A

    AI Business School

    AI for Management & Management support

    Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, AI Workflows, Prompt Engineering Tools, Generative AI, AI literacy, Sales, Sales Enablement, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, Productivity, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Ideation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Gemini for Cloud Architects

    Skills you'll gain: Google Gemini, Gemini, Kubernetes, Google Cloud Platform, Application Deployment, Cloud Deployment, Cloud Management, Cloud Infrastructure, Unix Shell, Prompt Engineering, Generative AI, Cloud Services, Cloud Computing Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Using Public Policy for Social Change

    Skills you'll gain: Policy Analysis, Policy Development, Social Justice, Advocacy, Public Policies, Political Sciences, Health Policy, Social and Human Services, Social Impact, Economics, Policy, and Social Studies, Program Evaluation, Community and Social Work, Public Administration, Case Studies, Diversity Equity and Inclusion Initiatives, Research, Persuasive Communication, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
    ·
    184 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    132 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Advanced Financial Planning for Forecasting and Valuation

    Skills you'll gain: Operating Expense, Mergers & Acquisitions, Business Valuation, Operating Cost, Financial Forecasting, Working Capital, Capital Expenditure, Financial Management, Revenue Management, Expense Management, Cash Flow Forecasting, Financial Analysis, Business Planning, Accounts Payable and Receivable, Growth Strategies, Financial Planning, Revenue Forecasting, Corporate Finance, Accounts Receivable, Risk Management

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Gemini for DevOps Engineers

    Skills you'll gain: Google Gemini, Gemini, Devops Tools, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Development Environment, Infrastructure Architecture, Prompt Engineering

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Skillshare

    Unreal Engine for Beginners

    Skills you'll gain: Unreal Engine, Cinematography, Animation and Game Design, Photo/Video Production and Technology, Virtual Environment, Video Production, 3D Assets, Game Design, Storytelling, Post-Production, Visual Storytelling, Video Editing, Animations, Media Production, Image Quality, Real Time Data, Model Optimization, Data Import/Export

    Beginner · Specialization · 1 - 3 Months

  • I

    Illinois Tech

    Information Technology Fundamentals for Everyone

    Skills you'll gain: Linux, Cloud-Native Computing, Network Security, Linux Administration, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Network Troubleshooting, Operating System Administration, Cloud Platforms, Cloud Storage, Linux Commands, Cloud Technologies, Software-Defined Networking, User Accounts, Network Engineering, Network Monitoring, Cloud Services, Data Infrastructure

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Blazor for Front-End Development

    Skills you'll gain: Microsoft Copilot, User Interface and User Experience (UI/UX) Design, User Interface (UI), User Interface (UI) Design, UI Components, Web Components, Microsoft Development Tools, Frontend Performance, Front-End Web Development, Performance Tuning, Data Management, Event-Driven Programming, Application Frameworks, Web Applications, Server Side, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Toronto

    Transformational Leadership for Inclusive Innovation

    Skills you'll gain: Organizational Change, Influencing, Organizational Leadership, Leadership Development, Leadership, Diversity and Inclusion, Change Management, Thought Leadership, Team Management, Business Transformation, Drive Engagement, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Advocacy, Innovation, Workplace inclusivity, Overcoming Objections, Stakeholder Engagement, Cultural Diversity, Stakeholder Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    177 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • MySQL-for-Data-Engineering: Duke University
  • SQL for Data Science with R: IBM
  • AI for Management & Management support: AI Business School
  • Gemini for Cloud Architects: Google Cloud
  • Using Public Policy for Social Change: University of Michigan
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • Advanced Financial Planning for Forecasting and Valuation: John Wiley & Sons
  • Gemini for DevOps Engineers: Google Cloud
  • Unreal Engine for Beginners: Skillshare
  • Information Technology Fundamentals for Everyone: Illinois Tech

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