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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


  • C

    California Institute of the Arts

    World Design for Video Games

    Skills you'll gain: Game Design, Conceptual Design, Video Game Development, Technical Communication, Virtual Environment, Art History, Ideation, Storytelling, Design Strategies, Visual Storytelling, Creative Design, Aesthetics, Design Research, Creativity

    ★ 4.5 (824) · Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Preparation for CompTIA A+ Certification

    Skills you'll gain: Command-Line Interface, Virtualization and Virtual Machines, Network Security, Virtualization, Operating Systems, Hardware Troubleshooting, Information Technology Operations, Network Troubleshooting, Computer Hardware, Network Support, Cloud Computing, Mac OS, Security Controls, Microsoft Windows, Information Systems Security, System Configuration, Operating System Administration, Network Infrastructure, Data Storage, Peripheral Devices

    ★ 4.6 (287) · Intermediate · Specialization · 3 - 6 Months

  • M

    Microsoft

    Generative AI for Marketers

    Skills you'll gain: Content Performance Analysis, Prompt Engineering, Microsoft Copilot, Customer Insights, Customer Analysis, Competitive Analysis, Persona Development, Content Marketing, Personalized Campaigns, Content Creation, Marketing Operations, Marketing Analytics, Data-Driven Marketing, Marketing Design, Marketing Strategies, Marketing Planning, Marketing, Ideation, AI Personalization, Data Analysis

    ★ 4.5 (32) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado System

    School Health for Children and Adolescents

    Skills you'll gain: Autism Spectrum Disorders, Individualized Education Programs (IEP), Special Education, Nutrition Education, Community Health, School Psychology, Chronic Diseases, Case Studies, Nutrition and Diet, Empathy & Emotional Intelligence, Health Education, Health Promotion, School Counseling, Developmental Disabilities, Mental and Behavioral Health Specialties, Parent Communication, Care Management, Communication Disorders, Pediatric First Aid, Behavioral Health

    ★ 4.8 (3.5K) · Beginner · Specialization · 3 - 6 Months

  • K

    Kennesaw State University

    AI for Grant Writing

    Skills you'll gain: Prompt Engineering, Grant Writing, ChatGPT, Responsible AI, Proposal Writing, Generative AI, Grant Applications, Proposal Development

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

  • Y

    Yonsei University

    Financial Analysis for Startups

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Financial Statements, Financial Modeling, Entrepreneurial Finance, Financial Forecasting, Case Studies, Cash Flow Forecasting, Income Statement, Balance Sheet, Financial Planning, Cash Flows, Business Valuation

    ★ 4.6 (116) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Excel/VBA for Creative Problem Solving

    Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Data Import/Export, Object Oriented Programming (OOP), Microsoft Excel, Problem Solving, Computer Programming, Simulations, Debugging, Data Cleansing, Code Reusability, Spreadsheet Software, Algorithms, UI Components, User Interface (UI), Data Management, File I/O, Automation, Data Integration

    ★ 4.8 (4.8K) · Beginner · Specialization · 3 - 6 Months

  • G

    Google

    Assess for Success: Marketing Analytics and Measurement

    Skills you'll gain: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Campaign Management, Pivot Tables And Charts, Marketing Effectiveness, Marketing Planning, Data-Driven Marketing, Performance Measurement, Digital Marketing Campaigns, Digital Marketing, Data Presentation, Paid media, Data Visualization, Google Ads, Marketing Budgets

    ★ 4.6 (2.3K) · Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Introduction to Sales: Foundations for Success

    Skills you'll gain: Sales Process, Sales, General Sales Practices, Sales Management, Selling Techniques, Sales Development, Sales Strategy, Sales Pipelines, Consultative Selling, Inside Sales, Prospecting and Qualification, Business Ethics, Cross-Functional Collaboration, Ethical Standards And Conduct, Customer Relationship Building, Customer Relationship Management (CRM) Software, Customer Relationship Management, Overcoming Objections, Relationship Building

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Graph Analytics for Big Data

    Skills you'll gain: Graph Theory, Network Model, Database Design, Big Data, Graphing, Apache Spark, Network Analysis, Analytics, Data Store, Data Management, Query Languages, Computing Platforms, Scalability, Distributed Computing, Algorithms

    ★ 4.3 (1.3K) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    CorelDRAW for Beginners

    Skills you'll gain: Layout Design, Typography, Logo Design, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design Software, Graphics Software, Digital Design, Color Theory, Design Elements And Principles, Branding, Graphical Tools, Vector Databases, File Management

    Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Data Systems Foundations for Data Professionals

    Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • World Design for Video Games: California Institute of the Arts
  • Preparation for CompTIA A+ Certification: IBM
  • Generative AI for Marketers: Microsoft
  • School Health for Children and Adolescents: University of Colorado System
  • AI for Grant Writing: Kennesaw State University
  • Financial Analysis for Startups: Yonsei University
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder
  • Assess for Success: Marketing Analytics and Measurement: Google
  • Introduction to Sales: Foundations for Success: IBM
  • Graph Analytics for Big Data: University of California San Diego

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