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.

Coursera
Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Security Testing, Model Evaluation, Open Source Technology, Metadata Management, Security Controls, Data Integrity, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Discussion Facilitation, Developing Training Materials, Learning Management Systems, Employee Training, Training Programs, Test Tools, Training and Development, Education Software and Technology, Design, Leadership
★ 4.7 (9) · Intermediate · Guided Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Visionary, Cognitive flexibility, Brainstorming, Creative Thinking, Strategic Thinking, Open Mindset, Creative Problem-Solving, Forecasting, Ideation, Problem Solving, Overcoming Obstacles, Creativity, Innovation, Critical Thinking, Decision Making, Stress Management, Dealing With Ambiguity, Empowerment, Trend Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Market Liquidity, Operational Risk, Data Governance, Governance Risk Management and Compliance, Data Quality, Risk Modeling, Data Management, Enterprise Risk Management (ERM), Operational Analysis, Capital Markets, Risk Management Framework, Financial Systems, Governance, Risk Management, Financial Trading, Banking, Quality Management, Finance, Planning, Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: Linux Administration, Ubuntu, Hardening, Linux, Linux Commands, Application Security, Operating System Administration, Security Software, Security Controls, Service Management, Patch Management, Systems Administration, Information Systems Security, Package and Software Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Storage, Data Storage, Hybrid Cloud Computing, Data Storage Technologies, Cloud Security, Cloud Computing, Cloud Infrastructure, Performance Tuning, Business Continuity Planning, Multi-Cloud, Business Continuity, Computer Networking, Disaster Recovery, Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Database Management, IBM Cloud, Architectural Design, Planning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Event-Driven Programming, DevOps, Data Integration, z/OS, Hybrid Cloud Computing, Devops Tools, Mainframe Technologies, Mainframe Computing, Cloud Applications, Enterprise Application Management, Data Access, Cloud API, Application Programming Interface (API), Computer Programming
★ 4.9 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Optimization, Large Language Modeling, Cloud Deployment, Machine Learning Software, Microarchitecture, Performance Tuning, Hardware Architecture, Computer Architecture, Computer Hardware
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Front-End Web Development, Application Programming Interface (API), Event-Driven Programming, Frontend Performance, Development Environment, Data Sharing
Beginner · Course · 1 - 3 Months

Skills you'll gain: LangChain, Generative AI Agents, Development Environment, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Artificial Intelligence, Agentic Workflows, Database Development, Tool Calling, LLM Application, Database Systems, Database Management, SQL, Database Application, Program Development, Databases, OpenAI API, Integrated Development Environments, Software Development Tools
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Cloud Security, IT Security Architecture, DevSecOps, Threat Management, Zero Trust Network Access, Cloud Solutions, Cloud Computing Architecture, Cyber Security Strategy, Security Architecture Review, Azure DevOps Pipelines, Cloud Standards, Cloud Computing, Threat Detection, Security Controls, Security Strategy
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Real-Time Operating Systems, Embedded Software, Software Architecture, Code Reusability, Embedded Systems, Memory Management, Systems Architecture, Software Design, Software Design Patterns, Performance Tuning, Secure Coding, Scalability, Data Sharing
★ 2.7 (6) · Intermediate · Course · 1 - 4 Weeks