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: Terraform, Infrastructure as Code (IaC), Google Cloud Platform, Cloud Infrastructure, Cloud Management, Cloud Storage, Virtual Machines, Configuration Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Meeting Facilitation, Conflict Management, Sprint Retrospectives, Collaboration, Teamwork, Design Thinking, Continuous Improvement Process, Organizational Effectiveness, Stakeholder Analysis, Taking Meeting Minutes, Organizational Development, Sales Presentation, Communication Planning, Leadership Development, Time Management, Communication Strategies, Data Visualization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Development Environment, Scalability, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: ChatGPT, AI Enablement, Market Research, Financial Forecasting, AI Personalization, Business Solutions, LLM Application, Generative AI, Strategic Decision-Making, Supply Chain Management, Innovation, Forecasting, Customer Support, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Personally Identifiable Information, Cloud Security, Google Cloud Platform, Artificial Intelligence, Generative AI, Safety and Security, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Data Presentation, Exploratory Data Analysis, Vector Databases, Data Mapping, Data Access
Beginner · Course · 1 - 3 Months

Skills you'll gain: Computer Security Incident Management, Business Continuity Planning, Disaster Recovery, Business Continuity, Cyber Threat Intelligence, Threat Detection, Cyber Attacks, Security Awareness, Risk Analysis, Compliance Management, Business Analysis, Digital Forensics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Facebook, Marketing Budgets, Paid media, Social Media Strategy, Social Media Marketing, Advertising Campaigns, Social Media, Budget Management, Advertising, Content Performance Analysis, Scheduling, Business Strategy
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Facebook, Online Advertising, Advertising, Digital Advertising, Advertising Campaigns, Social Media, Social Media Marketing, Lead Generation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Cloud Security, Generative AI, Personally Identifiable Information, Google Cloud Platform, Data Security, Data Governance, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Software-Defined Networking, Virtual Networking, Wide Area Networks, Network Performance Management, Network Architecture, Network Infrastructure, Cloud Deployment, Package and Software Management, Configuration Management, Scalability
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Digital pedagogy, Event-Driven Programming, Program Development, Data Structures, Algorithms, Student Engagement, Visualization (Computer Graphics)
Beginner · Course · 1 - 3 Months