Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

University of Michigan
Skills you'll gain: Goal Setting, Personal Development, Self-Awareness, Growth Mindedness, Behavioral Health, Habit Formation, Mental Health, Action Oriented, Human Development, Prioritization, Decision Making
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Snowflake Schema, Performance Tuning, Data Architecture, User Accounts, Data Warehousing, SQL, Database Architecture and Administration, Database Management, Data Modeling, Data Transformation, Data Import/Export, Cloud Computing Architecture, Data Integration, Cloud-Based Integration, Role-Based Access Control (RBAC), Data Governance, Data Security
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Education Software and Technology, Instructional Strategies, Teaching, Digital pedagogy, Curriculum Planning, Simulations, Simulation and Simulation Software, Design Strategies, Interactive Design, Display Devices
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Software Development, Sprint Retrospectives, Agile Product Development, Continuous Improvement Process, Meeting Facilitation, Project Estimation, Team Management, Sprint Planning, Team Building, Collaborative Software, Team Leadership, Lean Methodologies, Case Studies, Leadership, Administration, Business
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Data Visualization, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Spatial Analysis, Data Import/Export, Data Mapping, Data Integration, Data Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Adaptability, Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Leadership, Communication, Professional Development, Cultural Diversity, Emotional Intelligence, Initiative and Leadership, Empathy & Emotional Intelligence, Empathy, Trustworthiness
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Database Systems, MySQL Workbench, Database Software, Database Theory, Database Management Systems, Databases, SQL, Database Management, Relational Databases, Database Development, Database Architecture and Administration, MySQL, Data Modeling, PostgreSQL, Data Mapping, Query Languages, Data Manipulation, Transact-SQL, Data Analysis
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives
Advanced · Course · 1 - 3 Months

Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft PowerPoint, Microsoft Teams, Presentations, Microsoft Outlook, Email Automation, AI powered creativity, Collaborative Software, Productivity Software, Microsoft Excel, Microsoft Word, Workflow Management, Writing, Editing, AI Integrations
Beginner · Course · 1 - 3 Months

Skills you'll gain: User Interface (UI), Simulation and Simulation Software, Verification And Validation, Electronics, Simulations, Electronic Components, Technical Design, Design Software, Diagram Design, Test Tools, Debugging, Graphical Tools, Design, Computer-Aided Design
Beginner · Course · 1 - 4 Weeks
Liberty Mutual Insurance
Skills you'll gain: Insurance Sales, Productivity, Verbal Communication Skills, Storytelling, Communication, Goal Setting, Interpersonal Communications, Smart Goals, Prioritization, Communication Strategies, Selling Techniques, Relationship Management, Sales Management, Non-Verbal Communication, Sales, Rapport Building, Insurance, Relationship Building, Business Ethics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Skills you'll gain: Linux Administration, Package and Software Management, Linux, User Accounts, Operating System Administration, System Monitoring, Linux Servers, Linux Commands, User Provisioning, Amazon Web Services, Network Troubleshooting, File Management, Command-Line Interface, File Systems, Amazon Elastic Compute Cloud, Systems Administration, Operating Systems, General Networking, Identity and Access Management, IT Automation
Beginner · Course · 1 - 3 Months