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: Programming Principles, Debugging, Computer Programming, Application Design, Computer Science, Program Development, Object Oriented Programming (OOP), Software Development, Data Management, Algorithms, Software Architecture, Software Development Methodologies
Beginner · Course · 3 - 6 Months

Northeastern University
Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
Mixed · Course · 1 - 3 Months

Skills you'll gain: PostgreSQL, Google Cloud Platform, Database Development, SQL, Database Design, Database Systems, Generative AI
Beginner · Project · Less Than 2 Hours

University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Instagram, Social Media Content, Competitive Analysis, Content Performance Analysis, Target Audience, Content Strategy, Social Media Strategy, Scheduling, Social Media Marketing, Brand Strategy, Content Creation
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Entrepreneurial Finance, Case Studies, Finance, Entrepreneurship, Capital Markets, Environmental Social And Corporate Governance (ESG), Investments, Return On Investment, Fiscal Management, Financial Planning, Financial Management, Stakeholder Engagement, Strategic Partnership, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Large Language Modeling, Google Cloud Platform, Semantic Web, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Text Mining, Natural Language Processing, Web Analytics and SEO
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Compliance Reporting, Prompt Engineering, Google Gemini, Compliance Management, Microsoft Copilot, Generative AI, Regulatory Compliance, Report Writing, Workflow Management, Business Process Automation, Data Validation, Operational Efficiency, Process Analysis, Verification And Validation, Automation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Threat Modeling, Threat Management, Security Strategy, Responsible AI, Data Security, Cloud Security, AI Product Strategy, Information Systems Security, Application Security, Data Ethics, Security Controls, Infrastructure Security, Artificial Intelligence, Security Engineering, Cyber Risk, Generative AI, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Artificial Intelligence, Large Language Modeling, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting, Semantic Web
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: ASP.NET, .NET Framework, Restful API, Application Programming Interface (API), C# (Programming Language), Back-End Web Development, Database Management, Development Environment, Data Validation, Data Mapping, Data Modeling
Beginner · Course · 1 - 3 Months

Skills you'll gain: Selenium (Software), Java, File Management, Cascading Style Sheets (CSS), Extensible Markup Language (XML), Test Automation, Web Scraping, Apache, Web Development Tools, Data Import/Export, Verification And Validation
Intermediate · Course · 1 - 3 Months