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.

Skills you'll gain: LLM Application, Microservices, Failure Analysis, Configuration Management, Cloud Computing Architecture, Cloud Deployment, Application Deployment, Scalability, Software Design, Dependency Analysis, Solution Architecture, Cloud-Native Computing, Site Reliability Engineering, Systems Architecture, Software Technical Review, Software Architecture, Data Persistence, Service Recovery, Software Documentation, Reliability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Customer experience strategy (CX), Responsible AI, Customer Analysis, Customer experience improvement, Personalized Campaigns, Customer Engagement, Predictive Analytics, Customer Service, Google Gemini, Customer Insights, Agentic Workflows, Driving engagement, LLM Application, Brand Loyalty, Generative AI Agents, Data-Driven Decision-Making, Artificial Intelligence, Generative AI
★ 4.4 (7) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Box Plots, Performance Analysis, Team Performance Management, Collaborative Software, Performance Metric, Performance Measurement, Collaboration, Statistical Visualization, Data-Driven Decision-Making, Analysis, Data Storytelling, Report Writing, Key Performance Indicators (KPIs), Business Metrics, Test Tools, Virtual Teams, Communication Systems
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, No-Code Development, Prompt Engineering Tools, AI literacy, LLM Application, Personalized Campaigns, Prompt Engineering, Application Development, Social Media Campaigns, Marketing Automation, ChatGPT, Social Media Content, Content Development and Management, Product Improvement, Automation
★ 4 (21) · Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Marketing, Marketing Planning, Marketing Management, Strategic Marketing, Market Analysis, Marketing Strategies, Marketing Strategy and Techniques, Market Opportunities, Consumer Behaviour, Digital Marketing, Analysis
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: GitHub Copilot, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Software Documentation, GitHub, Context Engineering, Generative AI Agents, LLM Application, AI Workflows, Context Management, Software Development, Agentic systems
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Analytics, Web Analytics, Data-Driven Marketing, Marketing Analytics, Content Performance Analysis, Digital Analysis, Data-Driven Decision-Making, Analytics, Performance Reporting, Driving engagement, Performance Metric, Performance Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Version Control, Debugging, Git (Version Control System), Microsoft Visual Studio, C# (Programming Language), .NET Framework, Development Environment, Integrated Development Environments, Program Development, Computer Programming Tools, Microsoft Development Tools, Software Development Tools, Build Tools, Software Installation
Beginner · Course · 1 - 3 Months

Alex Genadinik
Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Web Presence, Blogs, Content Optimization, Digital Marketing
★ 4.7 (10) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Application Servers, Enterprise Application Management, DevOps, System Configuration, Java Platform Enterprise Edition (J2EE), Server Administration, Java, Data Access, Security Management, Servers, Middleware, Development Environment, Application Development, Build Tools
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Calendar Management, Virtual Teams, Culture Transformation, Telecommuting, Assertiveness, Team Collaboration, Collaboration, Productivity, Professional Development, Time Management, Empathy, Scheduling, Prioritization, Expectation Management, Interpersonal Communications, Organizational Change, Discussion Facilitation, Dealing With Ambiguity, Communication Strategies, Communication
Beginner · Course · 1 - 4 Weeks