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.

Duke University
Skills you'll gain: Code Reusability, Python Programming, Performance Tuning, Computer Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Graph Theory, Javascript, Theoretical Computer Science, Programming Principles, Computational Thinking, Computer Science
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Server Side, Restful API, Apache, Full-Stack Web Development, API Design, Node.JS, Web Servers, Postman API Platform, Authentications, Application Programming Interface (API), Web Applications, Back-End Web Development, Web Development Tools, Frontend Integration, API Testing, Web Development, Javascript, JSON, Application Security, PHP (Scripting Language)
Beginner · Specialization · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, AWS SageMaker, AI Workflows, Retrieval-Augmented Generation, Shell Script, IT Automation, Unix Shell, Command-Line Interface, AI Integrations, AI Security, Prototyping, Model Deployment, Large Language Modeling, Generative AI, Data Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Web Applications, Web Development, Application Development, Web Design and Development, HTML and CSS, Hypertext Markup Language (HTML), Application Design, Cascading Style Sheets (CSS), Application Frameworks, Database Application, Databases, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Application Lifecycle Management, Power Platform CLI, CI/CD, Continuous Integration, Microsoft Power Platform, Continuous Delivery, Continuous Deployment, Software Development Life Cycle, Change Control, Azure DevOps Pipelines, Application Deployment, Azure DevOps, Microsoft Azure, Configuration Management, Command-Line Interface, Version Control, Data Import/Export, YAML, Software Versioning, Data Science
Beginner · Course · 3 - 6 Months

Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Web Design, Hypertext Markup Language (HTML), Front-End Web Development, Semantic Web, Web Development, Typography
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Cyber Security Strategy, Threat Modeling, Fraud detection, Data Security, Security Controls, Security Awareness, Operational Risk, Threat Detection, Information Systems Security, Threat Management, Key Management, Security Engineering, Payment Systems, Encryption, Infrastructure Security, Regulatory Compliance, Network Protocols, Financial Regulation, Scripting, Scalability
Intermediate · Specialization · 1 - 3 Months

Institut Mines-Télécom
Skills you'll gain: Image Analysis, Computer Vision, Applied Machine Learning, Digital Signal Processing, Visualization (Computer Graphics), Data Transformation, Algorithms, Correlation Analysis
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Teradata SQL, Stored Procedure, Performance Tuning, Database Management, Extract, Transform, Load, Solution Design, Data Import/Export, Query Languages, System Implementation, Solution Architecture, Data Manipulation, Data Processing, Data Integration, Technology Strategies, Emerging Technologies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Integrations, Responsible AI, Risk Management, Organizational Effectiveness, Data-Driven Decision-Making, Operational Efficiency
Intermediate · Course · 1 - 4 Weeks

Cisco Learning and Certifications
Skills you'll gain: Multiprotocol Label Switching, Virtual Private Networks (VPN), Routing Protocols, Border Gateway Protocol, Open Shortest Path First (OSPF), Network Troubleshooting, Network Routers, Network Routing, Network Support, Network Planning And Design, Network Monitoring, Configuration Management, Command-Line Interface
Beginner · Course · 1 - 3 Months