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.

Skills you'll gain: Object Oriented Programming (OOP), Jupyter, DevOps, IT Automation, Integrated Development Environments, Development Environment, Scripting, Scripting Languages, Code Reusability, Python Programming, Package and Software Management, Virtual Environment, Software Installation, Data Structures, Software Versioning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prometheus (Software), Version Control, Git (Version Control System), Docker (Software), Kubernetes, CI/CD, Containerization, DevOps, YAML, Grafana, GitHub, Devops Tools, Linux Commands, Linux, Cloud Infrastructure, Continuous Integration, Amazon Web Services, Linux Administration, Linux Servers, Software Versioning
Intermediate · Specialization · 3 - 6 Months

Harvard Business Review
Skills you'll gain: Diversity and Inclusion, Diversity Training, Business Planning, Diversity Awareness, Diversity Programs, Diversity Equity and Inclusion Initiatives, Strategic Thinking, Operating Budget, Strategic Leadership, Workplace inclusivity, Marketing Planning, Selling Techniques, Strategic Decision-Making, Customer Insights, Planning, Growth Strategies, Financial Management, Ethical Standards And Conduct, Market Opportunities, Decision Making
Intermediate · Specialization · 1 - 3 Months

Board Infinity
Skills you'll gain: C# (Programming Language), Restful API, ASP.NET, Model View Controller, .NET Framework, Docker (Software), Azure DevOps, Object Oriented Programming (OOP), Azure DevOps Pipelines, Microservices, Containerization, JSON, Application Programming Interface (API), API Design, DevOps, Web Services, Middleware, CI/CD, Object Oriented Design, Application Frameworks
★ 4.1 (388) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: QuickBooks (Accounting Software), Canva (Software), Business Intelligence, Calendar Management, Productivity Software, Business Intelligence Software, Customer Relationship Management (CRM) Software, Presentations, Sales Pipelines, Google Workspace, Accounting Software, Business Analytics, Customer Relationship Management, Accounting and Finance Software, Collaborative Software, Workflow Management, Project Management, Process Design, Teamwork, Financial Management
Beginner · Course · 3 - 6 Months

Duke University
Skills you'll gain: Environmental Monitoring, Environmental Regulations, Environmental Laws, Data Ethics, Environmental Science, Geospatial Information and Technology, Robotics, Ethical Standards And Conduct, Global Positioning Systems, Research, Electronic Components, Critical Thinking
★ 4.9 (83) · Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Strategic Thinking, Visionary, Research, Influencing, Persuasive Communication, Strategic Decision-Making, Science and Research, Data Collection, Investigation, Proactivity, Negotiation, Business Strategy, Complex Problem Solving, Communication Strategies, Creative Thinking, Experimentation, Decision Making, Recognizing Others, Contingency Planning, Cognitive flexibility
★ 4.6 (195) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Prompt Engineering Tools, Cloud Deployment, Cloud Computing, Cloud Solutions, Prompt Patterns, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Network Planning And Design
★ 4.7 (62K) · Intermediate · Professional Certificate · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Culture Transformation, Business Transformation, Communication Planning, Employee Engagement, Delegation Skills, Stakeholder Engagement, Stakeholder Communications, Corporate Communications, Process Management, Business Communication, Strategic Communication, Employee Coaching, Drive Engagement, Professional Development, Mentorship, Process Improvement, Leadership, Lifelong Learning, Digital Transformation, Team Leadership
★ 4.8 (293) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Software Architecture, Functional Requirement, Requirements Analysis, Internet Of Things, Software Design Patterns, Systems Architecture, Android Development, Embedded Software, Application Frameworks, Interoperability
★ 4.3 (250) · Mixed · Course · 1 - 3 Months

Khalifa University
Skills you'll gain: Feature Engineering, Responsible AI, AI Integrations, Data Preprocessing, Strategic Decision-Making, Data-Driven Decision-Making, Data Ethics, Natural Language Processing, AI Security, Decision Making, Model Training, LLM Application, Large Language Modeling, Decision Support Systems, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Governance, Data Governance, Workflow Management
★ 3.9 (7) · Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Empathy, Team Leadership, Compassion, Empathy & Emotional Intelligence, Influencing, Emotional Intelligence, Team Building, Leadership, Teamwork, Team Management, digital literacy, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability
★ 4.6 (142) · Beginner · Specialization · 3 - 6 Months