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.

Northeastern University
Skills you'll gain: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Internal Communications, Data Collection, Python Programming, Automation
Mixed · Course · 1 - 3 Months

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 Documentation, Project Closure, Risk Management, Team Management, Stakeholder Communications, Decision Making, Data Analysis
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Project Closure, Earned Value Management, Project Planning, Stakeholder Engagement, Agile Project Management, Project Controls, Work Breakdown Structure, Stakeholder Management, Project Risk Management, Project Management, Project Performance, Project Coordination, Project Management Life Cycle, Business Planning, Cost Estimation, Project Scoping, Budget Management, Risk Management, Resource Management, Scheduling
Beginner · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Microsoft SQL Servers, SQL, Database Design, Transact-SQL, Databases, Database Management Systems, Database Management, Relational Databases, Data Transformation, Data Manipulation, GitHub Copilot, Query Languages, Generative AI, Data Analysis
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO
Beginner · Course · 3 - 6 Months

Corporate Finance Institute
Skills you'll gain: Data Visualization, Matplotlib, Data Presentation, Plot (Graphics), Financial Data, Exploratory Data Analysis, Data Storytelling, Statistical Methods, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Case Studies, Data Wrangling, Data Science, Data Transformation
Advanced · Course · 1 - 3 Months

Emory University
Skills you'll gain: AI Personalization, Data-Driven Marketing, Generative AI, Marketing Automation, Customer Retention, Personalized Service, Marketing Operations, Marketing Analytics, Marketing Effectiveness, Data-Driven Decision-Making, Personalized Campaigns, Customer Analysis, Customer experience improvement, Customer Insights, Marketing Strategies, Contextual Advertising, Customer Engagement, Business Marketing, Customer Acquisition Management, Artificial Intelligence
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: AI Integrations, Data Ethics, AI Enablement, Responsible AI, AI Workflows, AI literacy, Business Process Automation, Automation, Ethical Standards And Conduct, ChatGPT, Business Technologies, Computer Science, Analysis, Innovation, Decision Making, Natural Language Processing, Creative Problem-Solving, Business Planning, Business Strategy, Organizational Strategy
Beginner · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Growth Mindedness, Negotiation, Overcoming Obstacles, Empowerment, Professional Development, Promotional Strategies, Tenacity, Resilience, Goal Setting, Strategic Planning, Personal Development, Persistence, Courage, Relationship Building, Leadership, Self-Awareness, Stakeholder Management, Executive Presence, Leadership Development, Persona Development
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Decision Intelligence, Applied Machine Learning
Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: English Language, Language Competency, Vocabulary, Grammar, Sales Strategy, Business Communication, Storytelling, Communication Strategies, Business Strategies
Intermediate · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Digital Transformation, Business Transformation, Business Modeling, Technology Strategies, Organizational Development, Organizational Change, AI Enablement, Organizational Strategy, Data Strategy, Organizational Structure, Organizational Effectiveness, Performance Metric, Performance Measurement, AI Product Strategy, Business Metrics, Business Leadership, Analytics, Infrastructure Architecture, Gap Analysis, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks