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.

Logical Operations
Skills you'll gain: Microsoft Word, Microsoft 365, Document Management, Productivity Software, Microsoft Windows, Business Writing, Writing and Editing, Web Content, Technical Documentation, Writing, Report Writing, Content Management, Collaborative Software, Business Process Automation, Editing, Productivity, Collaboration, Business Communication, Web Content Accessibility Guidelines
Mixed · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Microsoft Word, Collaborative Software, Microsoft 365, Document Management, Collaboration, Productivity Software, Security Controls, Microsoft Windows, Document Control, Productivity, Diagram Design, Technical Documentation, Web Content, Writing, Report Writing, Writing and Editing, Web Content Accessibility Guidelines, Editing, Business Writing, Business Communication
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, DevOps, Rust (Programming Language), Docker (Software), Containerization, Devops Tools, Application Deployment, Data Pipelines, Build Tools, Dependency Analysis, GitHub, Git (Version Control System), Automation, Version Control
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prometheus (Software), Kubernetes, CI/CD, Grafana, Application Deployment, Devops Tools, DevOps, Continuous Deployment, Containerization, Cloud-Native Computing, Security Controls, System Monitoring, Application Security, Continuous Delivery, Git (Version Control System), Configuration Management, Command-Line Interface, Software Installation, Microsoft Teams, User Interface (UI)
Beginner · Course · 3 - 6 Months

National Taiwan University
Skills you'll gain: Plot (Graphics), Web Scraping, Machine Learning, Machine Learning Algorithms, User Interface (UI), Operational Analysis, Business Analytics, Python Programming, Programming Principles, User Interface (UI) Design, Computational Thinking, UI Components, Object Oriented Programming (OOP), Numerical Analysis
★ 4.9 (163) · Mixed · Course · 1 - 3 Months
Arizona State University
Skills you'll gain: Classroom Management, Lesson Planning, Instructional and Curriculum Design, Teaching, Instructional Design, Pedagogy, Curriculum Planning, Instructional Strategies, Education and Training, Curriculum Development, Language Competency, Digital pedagogy, Train The Trainer, Research, Human Learning, Student Engagement, Literacy, English Language, Verbal Communication Skills, Critical Thinking
★ 4.9 (20K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Model Evaluation, Machine Learning Software, Data Integrity, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry
★ 4.8 (3.7K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Network Troubleshooting, Network Monitoring, Network Planning And Design, Event Monitoring, Network Engineering, Virtual Networking, Google Cloud Platform, Network Performance Management, Network Architecture, Security Management, Cloud Infrastructure, Virtual Private Networks (VPN), Cloud Security, Network Administration, Cloud Computing Architecture, Network Infrastructure, Hybrid Cloud Computing, Cloud Management, Computer Networking, Firewall
Advanced · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Oral Comprehension, Learning Management Systems, Education Software and Technology, Digital pedagogy, Teaching, Educational Materials, Writing, Literacy, Technology Strategies, Grammar, English Language, Language Competency, digital literacy, Instructional Design, Language Learning, Collaboration, Digital Transformation
★ 4.9 (4.6K) · Beginner · Specialization · 3 - 6 Months

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

Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Storage, Command-Line Interface, Data Storage, Capacity Management, Scalability, Data Management, Interoperability
Advanced · Project · Less Than 2 Hours