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 Virginia
Skills you'll gain: User Story, HTML and CSS, Prototyping, Model View Controller, Maintainability, Javascript, Cascading Style Sheets (CSS), Debugging, Hypertext Markup Language (HTML), jQuery, Scripting, User Interface (UI), Wireframing, Interactive Design, Javascript and jQuery, Web Design, Web Development Tools, Code Reusability, Web Applications, User Centered Design
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Model Evaluation, Model Training, Classification And Regression Tree (CART), Decision Tree Learning, Data Preprocessing, R (Software), Statistical Modeling, R Programming, Supervised Learning, Machine Learning
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Payroll, HR Tech, Compensation Strategy, Human Resources Software, Compensation and Benefits, Benefits Administration, Payroll Systems, Compensation Analysis, Compensation Management, Payroll Processing, Payroll Administration, Human Resources, Operational Efficiency, Responsible AI, AI Enablement, Data Ethics, AI Personalization, Benefits Enrollment Processes, Employee Engagement, Social Media Analytics
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainability Reporting, Performance Measurement, Strategic Partnership, Sustainability Standards, Business Strategies, Business Leadership, Organizational Strategy, Business Ethics, Goal Setting, Key Performance Indicators (KPIs), Brand Strategy, Human Capital, Stakeholder Engagement, Employee Engagement, Advocacy, Systems Thinking, Supply Chain Management, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Kubernetes, Containerization, Cloud-Native Computing, Docker (Software), Data Migration, Google Cloud Platform, Virtual Machines, Application Deployment, Windows Servers, Cloud Platforms, Command-Line Interface
Beginner · Project · Less Than 2 Hours

Yonsei University
Skills you'll gain: Financial Statements, Financial Statement Analysis, Business Valuation, Income Statement, Entrepreneurial Finance, Balance Sheet, Cash Flows, Financial Analysis, Case Studies
Beginner · Course · 1 - 3 Months
Skills you'll gain: .NET Framework, Prometheus (Software), Cloud-Native Computing, Devops Tools, Site Reliability Engineering, Problem Management, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

ROI Training
Skills you'll gain: Learning Styles, Productivity, Learning Strategies, Planning, Requirements Analysis, Time Management, Prioritization, Lifelong Learning, Organizational Skills
Beginner · Course · 1 - 4 Weeks

Queen Mary University of London
Skills you'll gain: Delegation Skills, Leadership Development, Leadership, Executive Presence, Initiative and Leadership, Time Management, Leadership and Management, Influencing, Team Leadership, Organizational Leadership, Conflict Management, Professional Development, Personal Attributes, Emotional Intelligence, Self-Awareness, Constructive Feedback, Communication, Motivational Skills
Advanced · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Social Media Content, Social Media Management, Social Media, Responsible AI, Content Strategy, Content Creation, Social Media Campaigns, Social Media Strategy, Generative AI Agents, Content Scheduling, Generative AI, Campaign Management, Social Media Marketing, Ideation, AI literacy, Prompt Engineering, Business Ethics, Ethical Standards And Conduct, Editing
Intermediate · Course · 1 - 4 Weeks