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.

University of Pennsylvania
Skills you'll gain: Portfolio Management, Equities, Corporate Finance, Return On Investment, Financial Analysis, Portfolio Risk, Financial Management, Business Valuation, Financial Market, Investments, Cash Flows, Business Mathematics
Beginner · Course · 1 - 3 Months

Rice University
Skills you'll gain: Growth Mindedness, Stress Management, Resilience, Mindfulness, Personal Development, Self-Awareness, Compassion, Personal Attributes, Positivity, Empathy, Mental Health, Mental Concentration, Interpersonal Communications, Communication, Emotional Intelligence, Social Impact, Behavioral Health, Cognitive flexibility, Persistence, Overcoming Obstacles
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Materials science, Electronic Hardware, Electronics, Electrical and Computer Engineering, Physics, Electronics Engineering, Applied Mathematics, Mathematical Modeling
Build toward a degree
Advanced · Specialization · 1 - 3 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Leadership, Organizational Change, Organizational Leadership, Team Leadership, Change Management, Leadership and Management, Business Leadership, Business Ethics, Initiative and Leadership, Strategic Leadership, Self-Awareness, Culture Transformation, Personal Development, Decision Making, Emotional Intelligence, Influencing, Ethical Standards And Conduct, Empowerment, Communication Strategies, Mindfulness
Beginner · Course · 1 - 3 Months

Niel Asher Education
Skills you'll gain: Rehabilitation, Patient Evaluation, Patient Education And Counseling, Pain Management, Treatment Planning, Clinical Assessment, Manual Therapy, Exercise Therapy, Physical Therapy, Orthopedics, Care Coordination, Patient-centered Care, Human Musculoskeletal System, Athletic Training, Cognitive Behavioral Therapy
Advanced · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Amazon CloudWatch, Cloud Infrastructure, Cloud Management, Amazon Web Services, Amazon S3, Cloud Computing, Data Migration, Cloud Security, Virtual Networking, Virtual Private Networks (VPN), MySQL, Systems Administration, Database Management, Network Security, Resource Management, Performance Analysis
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Apache Airflow, Docker (Software), SQL, Git (Version Control System), Data Pipelines, Containerization, CI/CD, Ansible, Debugging, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Automation, Configuration Management, Root Cause Analysis, Python Programming
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Adobe After Effects, Motion Graphics, Animations, Graphic and Visual Design, Storyboarding, Adobe Photoshop, Video Editing, Photo/Video Production and Technology, 3D Assets, Layout Design, Timelines, Color Matching
Beginner · Specialization · 1 - 3 Months

Logical Operations
Skills you'll gain: Data Analysis Expressions (DAX), Microsoft Excel, Pivot Tables And Charts, Report Writing, Data Modeling, Management Reporting, Business Reporting, Data Analysis, Performance Reporting, Data Presentation, Data Visualization Software, Data Visualization, Microsoft Office, Microsoft 365, Productivity Software
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Star Schema, Data Warehousing, Looker (Software), Database Design, Data Mart, Data Modeling, Business Intelligence, Extract, Transform, Load, Data Integrity, Data Transformation, Performance Tuning, Performance Analysis
Intermediate · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Programming (OOP), Functional Design, Computer Programming, Data Structures, Integrated Development Environments, Algorithms, Computational Thinking, Unit Testing
Intermediate · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Customer Service, Greeting Customers, Workflow Management, Sales Strategy, Customer Support, Customer and Client Support, Customer experience improvement, Leadership, Cross Selling, Sales Support, Team Leadership, Active Listening, Customer Complaint Resolution, Organizational Skills, Stress Management, Verbal Communication Skills, Customer Communications Management, Communication, Conflict Management, Needs Assessment
Mixed · Course · 1 - 3 Months