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 California, Irvine
Skills you'll gain: Liberal Arts, Science and Research, Ethical Standards And Conduct, Learning Strategies
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Professionalism, Business Communication, Communication, AI literacy, Communication Strategies, Intercultural Competence, Dealing With Ambiguity, Professional Development, Personal Development, Workforce Development, Community Development
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Algorithms, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Variance Analysis, Production Planning, Management Accounting, Inventory Control, Inventory Management, Financial Statement Analysis, Cost Accounting, Cost Control, Profit and Loss (P&L) Management, Inventory Management System, Income Statement, Production Process, Production Management, Financial Statements, Operating Cost, Cost Benefit Analysis, Cost Management, Gross Profit, Corporate Finance, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Human Resources Management and Planning, Human Resource Management, Workforce Planning, Training and Development, Human Resources, Performance Appraisal, Human Resource Strategy, Performance Management, Talent Recruitment, Employee Training, Recruitment, Recruitment Strategies, Training Programs, Employee Performance Management, Management Training And Development, Talent Acquisition, Workforce Development, Workforce Management, Human Resources Information System (HRIS), Talent Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Model Evaluation, Scalability, Machine Learning
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, File Management, Linux Administration, File Systems, File I/O
Intermediate · Guided Project · Less Than 2 Hours

Amazon Web Services
Skills you'll gain: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AI literacy, Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Alteryx, Spatial Data Analysis, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Preprocessing, Data Integration, Data Transformation, Data Presentation, Document Management, Data Analysis Software, Spreadsheet Software, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software
Beginner · Course · 3 - 6 Months

Skills you'll gain: NumPy, Database Application, Integrated Development Environments, Computer Networking, Database Management, Server Side, Real Time Data, Application Development, Data Analysis, Analysis, Data Science, Package and Software Management, Design
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Ethics, Responsible AI, Diversity Awareness, Generative AI, Diversity Training, Ethical Standards And Conduct, Diversity Programs, Diversity Equity and Inclusion Initiatives, AI literacy, Cultural Diversity, Artificial Intelligence, Algorithms, Case Studies
Build toward a degree
Beginner · Course · 1 - 3 Months

Knowledge Accelerators
Skills you'll gain: Microsoft 365, Project Management, Project Coordination, Coordinating, Project Planning, Leadership and Management, Project Management Software, Calendar Management, Project Implementation, Collaborative Software, Delegation Skills, Workflow Management, Productivity, Productivity Software, Data Management, Business Software
Beginner · Course · 1 - 3 Months