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.

DeepLearning.AI
Skills you'll gain: Hugging Face, LLM Application, Generative AI, Embeddings, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, Image Analysis, User Interface (UI), API Design, Fine-tuning, Computer Vision
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Workspace, Collaborative Software, Collaboration, Productivity Software, Internal Communications, Business Communication, Communication, Business Solutions, Spreadsheet Software
Beginner · Course · 1 - 3 Months

Edureka
Skills you'll gain: AI Security, Responsible AI, Incident Response, Computer Security Incident Management, Threat Modeling, Security Testing, Cybersecurity, MLOps (Machine Learning Operations), Security Strategy, DevSecOps, Identity and Access Management, Cloud Security, Vulnerability Assessments, Hardening, Threat Detection, Artificial Intelligence, Model Deployment, Penetration Testing, Machine Learning, Anomaly Detection
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Computer Security, OSI Models, IT Management, Systems Administration, Virtualization, Virtualization and Virtual Machines, Network Security, Information Technology, Information Systems Security, Enterprise Security, General Networking, Cybersecurity, Network Administration, Security Management, Computing Platforms, Network Infrastructure, Security Controls, Virtual Machines, Enterprise Architecture, Information Assurance
Beginner · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Research, Scientific Methods, Data Ethics, Data Sharing, Ethical Standards And Conduct, Informed Consent, Informatics, Data Access, Data Integrity, Technical Writing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Adobe Firefly, Visual Storytelling, Adobe Photoshop, Photo Editing, AI powered creativity, Adobe Creative Cloud, Image Quality, Color Theory, Generative AI, AI Workflows, Editing, Graphics Software, Graphic and Visual Design, Creative Design, Design Software, Storytelling, Design, Creative Thinking, Creativity, Portfolio Management
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Unix Commands, Unix, Unix Shell, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, Shell Script, Command-Line Interface, IT Automation, File I/O, User Accounts, File Management, Authorization (Computing), File Systems, Role-Based Access Control (RBAC), Dataflow, Communication Systems
Intermediate · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Case Studies, Decision Making, Behavior Management, Behavioral Management, Emotional Intelligence, Psychology, Critical Thinking, Empathy
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Learning Theory, Human Learning, Motivational Interviewing, Education and Training, Pedagogy, Scientific Methods, Course Development, Communication Strategies, Research, Science and Research, Research Methodologies, Communication, Active Listening, Psychology
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Collaboration, Team Collaboration, Leadership, Presentations, Creativity, Ideation, Creative Problem-Solving, Teamwork, Innovation, Team Building, Creative Thinking, People Management, Persuasive Communication, Influencing, Storytelling, Communication, Social Skills, Critical Thinking, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Presentation, Dashboard Creation, Business Reporting, Business Intelligence Software, Data Analysis Software
Beginner · Course · 1 - 4 Weeks

University of Lausanne
Skills you'll gain: Business Ethics, Decision Making, Ethical Standards And Conduct, Social Sciences, Business Management, Research, Sociology, Compliance Management, Psychology, Case Studies, Mindfulness
Beginner · Course · 1 - 3 Months