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.

LearnKartS
Skills you'll gain: Stakeholder Engagement, Program Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Project Management Life Cycle, Governance, Stakeholder Analysis, Project Management, Benefits Administration, Program Implementation, Organizational Strategy, Program Evaluation, Performance Measurement, Program Standards
Intermediate · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Predictive Modeling, Analytics, Predictive Analytics, Advanced Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Business Analytics, Model Training, Ethical Standards And Conduct, Data Ethics, Data-Driven Decision-Making, Feature Engineering, Applied Machine Learning, Statistical Machine Learning, Statistical Modeling, Data Strategy, Regression Analysis, Supervised Learning, Model Optimization
Intermediate · Course · 1 - 3 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Diversity and Inclusion, Stakeholder Management, Organizational Structure, Organizational Leadership, Organizational Effectiveness, Organizational Development, Diversity Equity and Inclusion Initiatives, Culture Transformation, Diversity Awareness, Workforce Development, Organizational Strategy, Organizational Change, Workplace inclusivity, Strategic Leadership, Business Transformation, Stakeholder Engagement, Human Resource Strategy, Workforce Management, Innovation, Change Management
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Personal Attributes, Family Support, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Regression Analysis, Logistic Regression, Correlation Analysis, Statistical Inference, Model Evaluation, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability & Statistics, Predictive Modeling, Probability
Intermediate · Course · 1 - 4 Weeks

28DIGITAL
Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Transformation, Digital Transformation, Sustainable Development, Governance, Innovation, Stakeholder Engagement, Business Strategy, Business Modeling, Market Opportunities, Value Propositions
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Server Side, Python Programming, Data Validation
Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: ServiceNow, AI Workflows, Workflow Management, IT Service Management, Process Design, Digital Transformation, AI Enablement, Business Process Automation, Automation, Self Service Technologies, Artificial Intelligence, Service Management, Technical Support and Services, Service Improvement, Operational Efficiency, Incident Management, Event Monitoring, Change Management, Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Cloud-Native Computing, Docker (Software), Containerization, Microservices, DevOps, Application Deployment, Software Installation, Virtualization, Virtual Machines
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Course Development, Learning Management Systems, Information Architecture, Education Software and Technology, Content Management Systems, Content Management, Design
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Key Performance Indicators (KPIs), Solution Selling, Proposal Development, Responsible AI, Regulatory Compliance, Productivity Software, Consultative Approaches, Consultative Selling, Performance Analysis, Performance Metric, Financial Management, Financial Data, Negotiation, Administrative Support, Account Management, Sales Process, Customer Relationship Management (CRM) Software, Content Management, Sales Presentations, Generative AI
Advanced · Professional Certificate · 3 - 6 Months

Logical Operations
Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Network Architecture, TCP/IP, Network Routers, Computer Networking, Network Routing, Virtual Local Area Network (VLAN), Dynamic Host Configuration Protocol (DHCP), Wireless Networks, Local Area Networks, Network Switches, Networking Hardware, Network Infrastructure, IT Automation, Network Protocols, Routing Protocols, Hardware Troubleshooting, Network Model
Beginner · Specialization · 1 - 3 Months