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.
Rice University
Skills you'll gain: Computer Programming, Computational Thinking, Python Programming
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Leadership Development, Employee Coaching, Strategic Leadership, Leadership Studies, Leadership, Organizational Leadership, Leadership and Management, Team Leadership, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Team Performance Management, Strategic Planning, Team Management, Team Building, Organizational Strategy, Coaching, Human Resource Strategy, Employee Performance Management, Mentorship, Collaboration
Beginner · Course · 1 - 4 Weeks
Georgia Institute of Technology
Skills you'll gain: Cloud Development, Cloud Applications, Cloud Computing, Cloud Infrastructure, Distributed Computing, Cloud Computing Architecture, Cloud Platforms, Virtualization, Data Store, Multi-Tenant Cloud Environments, Application Frameworks, Virtual Machines, Virtualization and Virtual Machines, Cloud Management, Data Storage Technologies, Scalability
Mixed · Course · 1 - 3 Months

AAPC
Skills you'll gain: Denial Management, Claims Processing, Medical Billing, Billing & Invoicing, Insurance Policies, Utilization Management, Insurance, Medicare, Medicaid, Regulatory Compliance
Beginner · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Manufacturing Processes, Hydraulics, Control Systems, Manufacturing Operations, Manufacturing and Production, Production Process, Mechanical Engineering, Machine Controls, Process Control, Maintenance, Repair, and Facility Services, Chemical Engineering, Thermal Management, Engineering Tolerance, Failure Analysis, Robotics, Materials science, Automation
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Laboratory Testing, Laboratory Experience, Civil Engineering, Engineering Analysis, Experimentation, Building Codes, Research Reports, Structural Analysis, Analytical Testing, Engineering Practices, Failure Analysis, Test Equipment
Intermediate · Course · 1 - 4 Weeks

Skillshare
Skills you'll gain: Adobe Illustrator, Color Theory, Graphics Software, Creative Design, Design Elements And Principles, Graphical Tools, Graphic and Visual Design, Visualization (Computer Graphics), Design Software, Data Import/Export, Typography, Graphic Design, Graphic and Visual Design Software, Adobe Creative Cloud, Digital Design, Computer Graphic Techniques
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Automation, Safety Assurance, Safety Standards, Electrical Systems, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Control Systems, Decision Support Systems, Global Positioning Systems, Environmental Issue, Computer Vision, Artificial Intelligence, Algorithms
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Community Mental Health Services, Mental Health, Mental Health Therapies, Health Disparities, Clinical Psychology, Mental Health Diseases and Disorders, Cultural Responsiveness, Culture, Mental and Behavioral Health, Psychology, Health Equity, Cognitive Behavioral Therapy, Cultural Diversity, Behavioral Health, Cultural Sensitivity, Substance Abuse, Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Correlation Analysis, Data Visualization, Data Manipulation, Plot (Graphics), Data Wrangling, Data Import/Export, JSON, Statistical Visualization, Data Cleansing, Data Transformation, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Starweaver
Skills you'll gain: Computer-Aided Design, Engineering Design Process, Drafting and Engineering Design, Product Engineering, Engineering Software, Ideation, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Large Language Modeling, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks