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 Lausanne
Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Health Assessment, Sustainable Development, Policy Development, Environmental Issue, Data Collection
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Analysis, Big Data, Analytics, Model Training, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning, Machine Learning Algorithms
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Data Validation, Package and Software Management, User Interface (UI), Relational Databases, Database Development, Java Programming, Development Environment, Java, Data Modeling, Application Development, User Interface (UI) Design, Verification And Validation, Data Integrity, Transaction Processing
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Web Design, Web Design and Development, Front-End Web Development, Web Development, Web Applications
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Zero Trust Network Access, Disaster Recovery, Virtual Networking, Data Migration, Cloud Computing Architecture, Network Security, Data Import/Export, Network Architecture, IT Security Architecture, Cloud Solutions, Infrastructure As A Service (IaaS), Cloud Security, Network Planning And Design, Data Storage Technologies, Hybrid Cloud Computing, Firewall, Virtual Private Networks (VPN), IT Infrastructure, Platform As A Service (PaaS)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Data Visualization, Data Presentation, Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Dashboard Creation, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Applied Machine Learning, Amazon Elastic Compute Cloud, Key Management, Cloud-Based Integration, Data Integration, Predictive Modeling
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, Google Cloud Platform, Model Training, Machine Learning, Machine Learning Algorithms, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kotlin, Maintainability, Application Development, Software Documentation, Programming Principles, Program Development, Data Validation, Computational Logic
Beginner · Guided Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Java Programming, Spring Framework, Java, Spring Boot, Code Reusability, Programming Principles, Application Frameworks, Data Structures, Model View Controller, Development Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Bedrock, Responsible AI, Large Language Modeling, LLM Application, Generative AI, Generative Model Architectures, AI Security, Amazon Web Services, Retrieval-Augmented Generation, AI literacy, Model Deployment, Cloud Security, Security Controls, Fine-tuning, Information Privacy, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Performance Stress Testing, Software Quality Assurance, Application Security, Test Tools, Browser Compatibility
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Agentic systems, Code Reusability, AI Integrations, Engineering Software, Systems Architecture, API Design, Systems Design, Solution Architecture, Artifactory, Generative Model Architectures, Release Management
Intermediate · Course · 1 - 4 Weeks