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.

The University of Edinburgh
Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Risk Analysis, Artificial Intelligence, Business Ethics, Regulatory Compliance, AI literacy, Compliance Management, Operational Risk, Accountability, Governance, Stakeholder Engagement
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Fine-tuning, Natural Language Processing, Model Training, Data Wrangling, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Database Systems, MySQL Workbench, Database Software, Database Theory, Database Management Systems, Databases, SQL, Database Management, Relational Databases, Database Development, Database Architecture and Administration, MySQL, Data Modeling, PostgreSQL, Data Mapping, Query Languages, Data Manipulation, Transact-SQL, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, AI Workflows, AI Orchestration, No-Code Development, Retrieval-Augmented Generation, Memory Management, Agentic systems, Application Programming Interface (API), Software Installation
Beginner · Course · 1 - 3 Months

Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Financial Accounting, Partnership Accounting, Contract Accounting, Technical Accounting, Financial Statements, Accounting, Regulatory Requirements, Decision Making
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Vector Databases, Embeddings, Semantic Web, Database Theory, Database Design, Databases, NoSQL, Decision Intelligence, Relational Databases, Stakeholder Communications, Business Analysis, Stakeholder Management, Technical Communication, Persuasive Communication, System Design and Implementation
Intermediate · Course · 1 - 4 Weeks

Saïd Business School, University of Oxford
Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Large Language Modeling, Data Ethics, Media Strategy, Journalism, Media and Communications, AI literacy, Media Planning, Risking, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Digital Transformation, Marketing Communications, Digital Advertising, Marketing, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cucumber (Software), Behavior-Driven Development, Selenium (Software), Gherkin (Scripting Language), Test Automation, Test Script Development, JUnit, Software Testing, Apache Maven, Test Data, Test Tools, Test Case, Scenario Testing, Maintainability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Django (Web Framework), Restful API, Object-Relational Mapping, Bootstrap (Front-End Framework), Application Deployment, Model View Controller, Database Management, Web Development, User Accounts, Responsive Web Design, Cloud Deployment, Authentications, Back-End Web Development, Development Environment, Authorization (Computing), Python Programming, Data Migration
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Threat Management, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cyber Security Strategy, Cybersecurity, Research Reports, Data Storytelling, Oral Expression, Verbal Communication Skills, Incident Response, Risk Analysis, Communication, Infrastructure Security, Analysis, Stakeholder Communications
Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Communication, Business Correspondence, Business Communication, Verbal Communication Skills, Communication Strategies, Interpersonal Communications, Emotional Intelligence, Meeting Facilitation, Professionalism, Empathy & Emotional Intelligence, Non-Verbal Communication, Virtual Teams, Relationship Building, Business Writing, Collaboration, Active Listening, Concision, Writing, Presentations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Plotly, Object Oriented Programming (OOP), Matplotlib, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Seaborn, Data Analysis, File I/O, Data Visualization Software, NumPy, Data Structures, Restful API, Python Programming, Application Programming Interface (API), Data Manipulation, Programming Principles, Computer Programming, Program Development
Intermediate · Specialization · 1 - 3 Months