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.

Duke University
Skills you'll gain: Culture Transformation, Strategic Thinking, Team Building, Team Leadership, Strategic Leadership, Organizational Change, Team Management, Visionary, Organizational Strategy, Strategic Decision-Making, Team Motivation, Cross-Functional Team Leadership, Organizational Leadership, Agile Methodology, Business Leadership, Cognitive flexibility, Leadership Development, Innovation, Corporate Strategy, Change Management
Intermediate · Specialization · 1 - 4 Weeks

Sciences Po
Skills you'll gain: Transportation Operations, Demography, Socioeconomics, Social Sciences, Public Safety and National Security, Community Development, Policy Analysis, Environmental Issue, Education and Training, Cultural Diversity, Economics
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Global Marketing, International Relations, International Finance, Cultural Sensitivity, Business Risk Management, Market Dynamics, Economics, Business Strategy, Political Sciences, Supply Chain Management, Market Analysis, Brand Management
Beginner · Course · 1 - 3 Months

FAIR Institute
Skills you'll gain: Risk Analysis, Cyber Risk, Risk Appetite, Cyber Governance, Risk Management, Regulatory Compliance, Cyber Threat Intelligence, Threat Modeling, Cyber Security Strategy, Governance, Threat Management, Enterprise Risk Management (ERM), Continuous Monitoring, Cybersecurity, Governance Risk Management and Compliance, Strategic Decision-Making, Risk Mitigation, Insurance, Risk Modeling, Compliance Management
Intermediate · Specialization · 1 - 3 Months
Starweaver
Skills you'll gain: Responsible AI, Organizational Change, Stakeholder Engagement, Change Management, AI Enablement, Innovation, Stakeholder Communications, Business Transformation, Generative AI, Culture Transformation, Technology Strategies, Performance Metric, Employee Engagement, Key Performance Indicators (KPIs), Business Strategy, Communication Strategies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Microservices, Event-Driven Programming
Beginner · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Professional Networking, Communication, Lifelong Learning, Goal Setting, Constructive Feedback, Professional Development, Willingness To Learn, LinkedIn, Adaptability, Planning, Personal Development, Resilience, Social Media Content, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Social Media Campaigns, Drive Engagement, Video Production, Photo/Video Production and Technology, Workflow Management
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Business Analytics, Box Plots, Probability Distribution, Data Visualization, Probability, Statistics, Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Algebra, Bayesian Statistics, Arithmetic, Case Studies, Statistical Analysis, Quantitative Research, Data Analysis, Correlation Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
Intermediate · Guided Project · Less Than 2 Hours

Pearson
Skills you'll gain: Splunk, Dashboard, Data Visualization, Ad Hoc Reporting, Statistical Reporting, Event Monitoring, Security Information and Event Management (SIEM), Software Installation, Analytics, Data Analysis, Big Data, Query Languages
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Intercompany Accounting, Technical Accounting, Risk Analysis, Revenue Recognition, Corporate Accounting, International Financial Reporting Standards, Consolidation, Financial Reporting, Case Studies
Mixed · Course · 1 - 4 Weeks