Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Board Infinity
Skills you'll gain: Professionalism, Team Performance Management, Constructive Feedback, Conflict Management, Drive Engagement, Management Training And Development, Recognizing Others, De-escalation Techniques, Performance Review, Change Management, Employee Coaching, Employee Performance Management, Supervision, Organizational Change, Team Leadership, Leadership and Management, Emotional Intelligence, Delegation Skills, Leadership, Team Building
Beginner · Specialization · 1 - 3 Months
Rice University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Analytics, Microsoft Excel, Model Evaluation, Estimation, Data Analysis, Analytics, Data Transformation
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Conflict Management, Negotiation, Emotional Intelligence, De-escalation Techniques, Active Listening, Empathy & Emotional Intelligence, Communication Strategies, Interrigatories, Expectation Management, Collaboration, Brainstorming, Verbal Communication Skills, Overcoming Objections, Behavior Management, Proposal Development, Empathy, Communication, Follow Through, Strategic Planning, Interpersonal Communications
Beginner · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Risk Analysis, Cybersecurity, Risk Management, Cyber Attacks, Cryptographic Protocols, Cyber Security Assessment, Vulnerability Assessments, Encryption, Network Security, Data Security, Cryptography, Security Awareness, Information Assurance, Public Key Infrastructure, Authentications, Data Integrity, Network Protocols
Beginner · Course · 1 - 3 Months

Skills you'll gain: LinkedIn, Email Marketing, Email Automation, Campaign Management, Marketing Automation, Interviewing Skills, Professional Networking, Marketing, Marketing Strategies, Data-Driven Marketing, Marketing Communications, Digital Marketing, Market Analysis
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Communication Planning, Stakeholder Engagement, Stakeholder Communications, Corporate Communications, Business Communication, Strategic Communication, Internal Communications, Stakeholder Management, Communication, Interpersonal Communications, Communication Strategies, Public Relations, Leadership, Media Relations, Discussion Facilitation, Business Leadership, Influencing, Employee Engagement
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Service Level, Databases, Database Development, Database Management, Acceptance Testing, Data Architecture, Software Engineering, Web Applications, Performance Testing, Scalability, Software Systems, Microservices, Software Architecture, System Testing, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, Big Data
Build toward a degree
Advanced · Specialization · 1 - 3 Months

Packt
Skills you'll gain: Penetration Testing, Security Testing, Cybersecurity, Network Security, Vulnerability Scanning, Brute-force attacks, Server Side, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols, Exploitation techniques, Program Development, Scripting
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Adobe Illustrator, AI powered creativity, Generative AI, AI Workflows, Creativity, Graphic and Visual Design, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Containerization, Docker (Software), Microservices, Version Control, Git (Version Control System), Development Environment, Application Deployment, Software Architecture, Application Programming Interface (API), Virtual Networking, Nginx, Frontend Integration, System Configuration, Computer Networking, Data Persistence
Beginner · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: Prompt Engineering, ChatGPT, Security Testing, Exploit development, Responsible AI, API Testing, AI Integrations, Data Ethics, Penetration Testing, OpenAI, Exploitation techniques, Vulnerability Scanning, Generative AI
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Data Science, Analysis, Probability & Statistics, Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks