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.

Skills you'll gain: Microsoft Azure, Serverless Computing, Azure Active Directory, Cloud Hosting, ASP.NET, Virtual Machines, Windows PowerShell, Cloud Computing, Cloud Services, OAuth, Cloud Solutions, .NET Framework, Virtualization and Virtual Machines, Microsoft Development Tools, Data Store, Authentications, Data Storage Technologies, Database Administration, Cloud Deployment, Cloud Storage
Beginner · Course · 1 - 3 Months

Lund University
Skills you'll gain: Sustainable Development, Climate Change Programs, Sustainable Systems, Sustainable Business, Social Impact, Environment and Resource Management, Climate Change Mitigation, Resource Consumption Accounting, Systems Thinking, Consumer Behaviour, Education and Training, Social Studies, Economics, Policy, and Social Studies, Cooperation, Community Development, Economics, Environmental Policy, Public Policies, Critical Thinking
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Systems Thinking, Social Justice, Economics, Policy, and Social Studies, Social Sciences, Complex Problem Solving, Political Sciences, Systems Analysis, Persuasive Communication, Personal Development, Critical Thinking, Education and Training, Scientific Methods
Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Theoretical Computer Science, Computer Programming, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Technical Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Vendor Management, Hospitality Services, Hospitality, Hospitality Management, Vendor Relationship Management, Hospitality and Food Services, Performance Measurement, Hotel And Restaurant Management, Business Process, Business Process Management, Hotel Operations, Process Optimization, Creative Problem-Solving, Law, Regulation, and Compliance, Communication, Strategic Thinking, Risk Mitigation, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Data-Driven Decision-Making, Strategic Decision-Making, Data-Driven Marketing, Data Ethics, Responsible AI, Marketing Analytics, Trend Analysis, Case Studies, Artificial Intelligence, Strategic Planning, Marketing Strategies, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Dashboard Creation, Predictive Analytics, Dashboard, Brand Awareness, Data Ethics, Responsible AI, Brand Strategy, Advanced Analytics, Market Intelligence, Branding, Persona Development, Brand Management, Digital Brand Strategy, Trend Analysis, Market Data, Data-Driven Marketing, Predictive Modeling, Competitive Intelligence, Analytics, Forecasting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Education Software and Technology, Recognizing Others, Collaboration
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Infographics, Education Software and Technology, Content Creation, Digital pedagogy, Developing Training Materials, Visual Storytelling
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Empowerment, Self-Motivation, Overcoming Obstacles, Habit Formation, Creativity
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Data Literacy, Software Development
Beginner · Course · 1 - 4 Weeks

Neal Davis
Skills you'll gain: Prompt Engineering, Responsible AI, Model Evaluation, Generative Model Architectures, Model Deployment, Generative AI, Model Training, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, Data Governance, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Large Language Modeling, Data Ethics, Taxonomy, Natural Language Processing
Beginner · Course · 1 - 3 Months