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.

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Responsible AI, AI Security, AI Enablement, Risking, Project Management, LLM Application, Generative AI, Generative AI Agents, Artificial Intelligence, Project Planning, Project Closure, Report Writing, Risk Management, Team Management, Stakeholder Communications, Decision Making, Data Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Marketing Strategies, Job Analysis, Predictive Analytics, Analytics, R Programming, Credit Risk, R (Software), Applied Machine Learning
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Network Protocols, TCP/IP, General Networking, Network Monitoring, Network Security, Network Analysis, Web Servers, Linux, Software Installation
Beginner · Guided Project · Less Than 2 Hours

Creo Incubator
Skills you'll gain: Active Listening, Non-Verbal Communication, Intercultural Competence, Constructive Feedback, Communication, Interpersonal Communications, Verbal Communication Skills, Business Communication, Team Leadership, Cultural Sensitivity, Leadership, Leadership Development, Empathy, Concision, Adaptability
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Test Automation, Test Script Development, Software Testing, Scripting, Automation, Test Tools, Scenario Testing, Browser Compatibility, Scalability
Beginner · Course · 1 - 4 Weeks

Anthropic
Skills you'll gain: Responsible AI, Anthropic Claude, Prompt Engineering, Data Ethics, AI literacy, Education Software and Technology, Digital pedagogy, AI Integrations, Personally Identifiable Information, Quality Assurance, Data Integrity
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Copilot, User Interface and User Experience (UI/UX) Design, User Interface (UI), User Interface (UI) Design, UI Components, Web Components, Microsoft Development Tools, Frontend Performance, Front-End Web Development, Performance Tuning, Data Management, Event-Driven Programming, Application Frameworks, Web Applications, Server Side, Debugging
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

The Expert Academy
Skills you'll gain: Rapport Building, Advocacy, Negotiation, Communication Strategies, Communication, Leadership, Relationship Building, Conflict Management, Resilience, Contract Negotiation, De-escalation Techniques, Persuasive Communication, Influencing, Collaboration, Stress Management, Executive Presence, Trustworthiness, Team Leadership, Leadership and Management, Diversity and Inclusion
Intermediate · Course · 1 - 3 Months

Knowledge Accelerators
Skills you'll gain: Cyber Security Policies, AI Security, Cybersecurity, Threat Management, Cyber Attacks, Cyber Risk, Email Security, Endpoint Security, Mobile Security, Remote Access Systems, Multi-Factor Authentication, Artificial Intelligence, Cloud Computing
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Sampling (Statistics), Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Biostatistics, Statistical Reporting, Statistical Analysis, Statistical Hypothesis Testing, Scripting, Statistical Software, Package and Software Management, Scripting Languages
Beginner · Specialization · 1 - 3 Months