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: Interviewing Skills, Financial Modeling, Concision, Storytelling, Presentations, Financial Analysis, Professional Networking, Technical Communication, LinkedIn, Job Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Artificial Intelligence, AI literacy, Data Ethics, Data Modeling, Machine Learning Methods, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: System Support, Systems Administration, Data Maintenance, System Monitoring, Desktop Support, System Configuration, Package and Software Management, Patch Management, System Requirements, Open Source Technology, General Networking, Computer Security Awareness Training
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Cloud Applications, Generative AI, Prompt Engineering Tools, Cloud Development, LLM Application, AI literacy, Software Development Tools, AI Workflows, Development Environment, Cloud Services, Application Development, Code Review
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Professional Networking, Web Presence, Interviewing Skills, Strategic Sourcing, Data Science, Recruitment, Blogs, Relationship Building, Professional Development, Job Analysis, Gap Analysis, Rapport Building, Professionalism, Communication Strategies, Follow Through, Applicant Tracking Systems, Business Correspondence, Keyword Research, GitHub, Project Portfolio Management
Beginner · Course · 1 - 3 Months

Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Prompt Engineering, Google Cloud Platform, Cloud Infrastructure, Kubernetes, CI/CD, Microservices, Application Deployment, Cloud Engineering, Cloud Deployment, Google App Engine, Cloud Computing, Containerization, Infrastructure As A Service (IaaS), Data Storage Technologies, Cloud Solutions, Cloud Platforms, Site Reliability Engineering, Cloud Computing Architecture, Technical Design
★ 4.5 (904) · Intermediate · Professional Certificate · 3 - 6 Months

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

Skills you'll gain: JavaScript Frameworks, Frontend Integration, Angular, Cloud Deployment, Amazon Elastic Compute Cloud, Web Applications, Code Reusability, Server Side, Test Script Development, Unit Testing, Development Testing, Object-Relational Mapping, Maintainability, Package and Software Management, Data Modeling
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Android (Operating System), GitHub, Software Development Tools, User Interface (UI) Design, 3D Assets, Mobile Development Tools, Scripting
Advanced · Course · 1 - 3 Months

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Ethics, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Cloud Security, Safety and Security, Model Training, Generative AI, Data Loss Prevention, Encryption
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prometheus (Software), Google Cloud Platform, Kubernetes, Dashboard Creation, Application Performance Management, Application Deployment, Cloud-Native Computing, Cloud Management
Beginner · Project · Less Than 2 Hours