Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

University of Michigan
Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Administration, Public Policies, Analytics, Model Evaluation, Data Presentation, Ethical Standards And Conduct, R (Software)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Tenacity, Relationship Building, Personal Attributes, Conflict Management, Self-Awareness, Personal Development, Growth Mindedness, Resilience, Rapport Building, Ethical Standards And Conduct, Emotional Intelligence, Social Skills, Self-Discipline, Human Development, Psychology, Applied Behavior Analysis, Behavioral Management
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, System Software, Data Structures, Event-Driven Programming, Data Access
Advanced · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Design Thinking, User Research, User Experience Design, User Experience, UI/UX Research, Design Research, Usability Testing, Experience Design, User Centered Design, User Interface and User Experience (UI/UX) Design, Graphic and Visual Design, Human Centered Design, Persona (User Experience), Usability, Visual Storytelling, Data Ethics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Teaching, Pedagogy, Instructional Strategies, K-12 pedagogy, Human Learning, Student-Centred Learning, Arithmetic
Intermediate · Course · 1 - 3 Months

Skills you'll gain: C and C++, C++ (Programming Language), Data Structures, Application Development, Program Development, Data Storage, Programming Principles, Computer Programming, Java Programming, Software Development, Computer Science
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging
Intermediate · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: Portfolio Management, Business Valuation, Investment Management, Investments, Equities, Financial Analysis, Return On Investment, Finance, Asset Management, Balance Sheet, Financial Statement Analysis, Financial Forecasting, Risk Analysis, Market Data, Relationship Management, Analysis, Corporate Finance, Cash Flows
Beginner · Course · 1 - 4 Weeks

Deep Teaching Solutions
Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking and Problem Solving, Critical Thinking, Creative Problem-Solving, Problem Solving, Analytical Skills, Creative Thinking, Innovation, Decision Making, Analysis, Persuasive Communication, Verbal Communication Skills, Psychology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Fine-tuning, Prompt Patterns, Model Deployment, Model Training, Generative Model Architectures, Model Optimization, Natural Language Processing, Enterprise Architecture, Machine Learning, Software Design Patterns, Cloud API, API Design
Intermediate · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: NIST 800-53, Security Controls, Federal Information Security Management Act, Security Requirements Analysis, Continuous Monitoring, Cyber Security Policies, Information Assurance, Cyber Security Assessment, Personally Identifiable Information, Data Security, Network Security, Multi-Factor Authentication, Computer Security Awareness Training, Document Management, System Monitoring, Identity and Access Management, Authentications, Cryptography, Encryption
Mixed · Course · 1 - 3 Months

Skills you'll gain: Traffic Flow Optimization, Construction Inspection, Building Codes, Construction Engineering, Construction, Construction Management, Civil Engineering, Stormwater Management, General Construction and Construction Labor, Structural Engineering, Hydrology, Hydraulics, Grading (Landscape), Public Works, Design Specifications, Structural Analysis, Materials science, Engineering Plans And Specifications, Engineering Practices, Drafting and Engineering Design
Advanced · Specialization · 3 - 6 Months