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: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, Network Security
Intermediate · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Open Source Technology, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Virtual Environment
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Professionalism, Team Performance Management, Constructive Feedback, Conflict Management, Drive Engagement, Recognizing Others, De-escalation Techniques, Performance Review, Change Management, Employee Coaching, Employee Performance Management, Supervision, Organizational Change, Team Leadership, Performance Appraisal, Leadership and Management, Emotional Intelligence, Delegation Skills, Leadership, Team Building
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Scalability, Change Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tableau Software, Data Visualization Software, Data Analysis, Dashboard, Dashboard Creation
Advanced · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Quality Improvement, Process Improvement, Process Improvement and Optimization, Performance Metric, Lean Manufacturing, Kaizen Methodology, Continuous Improvement Process, Operational Efficiency, Kanban Principles, Statistical Methods, Analysis, Statistical Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Cyber Operations, Threat Management, Threat Detection, Cybersecurity, Exploitation techniques, Scripting, IT Automation, Python Programming, Scripting Languages
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Data Storytelling, Data Visualization Software, Data Presentation, LLM Application, Data Wrangling, Large Language Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Patient Registration, Claims Processing, Patient Safety, Denial Management, Medical Billing, Revenue Cycle Management, Health Information Management, Copayment Collection and Processing, Practice Management Software, Medical Records, Medical Billing and Coding, Patient Communication, Data Entry, Data Validation, Document Management, Data Integrity, Data Quality
Beginner · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Generative AI, Generative Model Architectures, Workforce Development, OpenAI, AI literacy, Workforce Planning, Employee Training, Digital Transformation, Economics, Policy, and Social Studies, Artificial Intelligence, Responsible AI, Model Training, Anthropic Claude, Economics, Economic Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agentic systems, Agentic Workflows, Human Computer Interaction, AI Personalization, Experience Design, UI/UX Strategy, Interaction Design, User Experience Design, User Experience, Responsible AI, Human Machine Interfaces, AI Product Strategy, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Human Factors, Risking, Machine Learning, Technology Strategies
Intermediate · Course · 3 - 6 Months