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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


  • S

    SkillsBooster Academy

    AI for Marketing and Sales

    Skills you'll gain: Prompt Engineering, Email Marketing, Email Automation, Microsoft Copilot, Marketing Automation, Data Ethics, Customer Analysis, Generative AI, Search Engine Optimization, Content Marketing, Google Gemini, Prompt Patterns, Multimodal Prompts, ChatGPT, Search Engine Marketing, Digital Marketing, Deepseek, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Sales

    ★ 4.7 (22) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Toronto

    Gender Analytics for Innovation

    Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Gap Analysis, Innovation, Business Analytics, Analysis, Health Equity, Financial Inclusion, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Market Opportunities, Social Justice, Workplace inclusivity, Organizational Change, Leadership Development, Product Development, Risk Mitigation

    ★ 4.8 (342) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Copilot for Power BI

    Skills you'll gain: Microsoft Copilot, Generative AI, Power BI, Interactive Data Visualization, AI Integrations, Data Analysis

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

  • J

    Johns Hopkins University

    Statistics for Genomic Data Science

    Skills you'll gain: Biostatistics, Bioinformatics, Exploratory Data Analysis, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Statistical Modeling, Statistics, R Programming, Probability & Statistics, Data Preprocessing, Data Analysis, Statistical Inference, Regression Analysis, Data Pipelines, Data Transformation, Data Processing, Logistic Regression

    ★ 4.2 (379) · Mixed · Course · 1 - 4 Weeks

  • K

    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Data Management, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Model Training, AI Enablement, Decision Intelligence, Data-Driven Decision-Making, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, AI Product Strategy, Predictive Analytics, Applied Machine Learning

    Beginner · Course · 1 - 3 Months

  • C

    California Institute of the Arts

    Character Design for Video Games

    Skills you'll gain: Animation and Game Design, Animations, Game Design, Design, Technical Design, Conceptual Design, Design Strategies, Design Elements And Principles, Creative Design

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

  • N

    Northwestern University

    Leadership Communication for Maximum Impact: Storytelling

    Skills you'll gain: Leadership, Strategic Communication, Storytelling, Visual Storytelling, Media Relations, Stakeholder Communications, Brand Strategy, Innovation, Crisis Management, Communication, Branding

    ★ 4.5 (1.4K) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Toronto

    Communication Strategies for a Virtual Age

    Skills you'll gain: Meeting Facilitation, Presentations, Persuasive Communication, Communication, Oral Expression, Influencing, Teamwork, Collaboration, Interpersonal Communications, Business Communication, Virtual Teams, Communication Strategies, Public Speaking, Professional Development, Non-Verbal Communication, Discussion Facilitation, Telecommuting, Driving engagement, Active Listening

    ★ 4.8 (4.4K) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Cybersecurity Analysts

    Skills you'll gain: Cyber Security Assessment, Responsible AI, Cybersecurity, AI Integrations, Threat Detection, Incident Response, AI Security, AI literacy, Generative AI, Security Testing, Risking

    ★ 4.9 (28) · Intermediate · 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

  • 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

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

  • AI for Marketing and Sales: SkillsBooster Academy
  • Gender Analytics for Innovation: University of Toronto
  • Copilot for Power BI : Microsoft
  • Statistics for Genomic Data Science: Johns Hopkins University
  • AI for Executives: The Basics: Khalifa University
  • Character Design for Video Games: California Institute of the Arts
  • Leadership Communication for Maximum Impact: Storytelling: Northwestern University
  • Communication Strategies for a Virtual Age: University of Toronto
  • GenAI for Cybersecurity Analysts: Coursera
  • Excel/VBA for Creative Problem Solving: University of Colorado Boulder

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