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.

AI CERTs
Skills you'll gain: AI Personalization, Digital Transformation, AI Product Strategy, User Interface and User Experience (UI/UX) Design, Experience Design, Persona (User Experience), User Experience Design, User Experience, User Centered Design, User Interface (UI), UI/UX Research, Artificial Intelligence, Design Research, Wireframing, Design Reviews, User Story, Prototyping, Responsible AI, Presentations, Prompt Patterns
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, Query Languages, Database Management, Pivot Tables And Charts, Data Analysis, Performance Tuning, Business Intelligence, Database Management Systems, Business Intelligence Software, Data Manipulation, Analytics, Analysis, Data Transformation, Business Reporting, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Unix Commands, Unix, Unix Shell, Remote Access Systems, Scripting, Systems Administration, Operating System Administration, Shell Script, Command-Line Interface, IT Automation, File I/O, User Accounts, File Management, Authorization (Computing), File Systems, Role-Based Access Control (RBAC), Dataflow, Communication Systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Writing, Business Writing, Writing and Editing, Professionalism, Strategic Communication, Communication
Mixed · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Human Learning, Research Methodologies, Learning Theory, Science and Research, Research, Research Design, Human Development, Scientific Methods, Social Sciences, Culture, Biology, Experimentation, Empathy & Emotional Intelligence, Statistical Analysis, Intelligence Collection and Analysis
Build toward a degree
Beginner · Course · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Frontend Integration, API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Event-Driven Programming, Database Development, Front-End Web Development, Python Programming, Database Management, Restful API, Object-Relational Mapping, SQL
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Analysis, Risk Modeling, Data Preprocessing, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Business Intelligence, Marketing Analytics, Apache
Intermediate · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Business Writing, AI Security, Email Automation, Artificial Intelligence, Marketing Communications, AI Workflows, Copywriting, Strategic Thinking, AI Personalization, Business Communication, Marketing Automation, Content Strategy, Business Risk Management, Ethical Standards And Conduct, Engineering Documentation, Research Reports, Data-Driven Decision-Making, Information Privacy, Security Awareness
Beginner · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Data Presentation, Data Visualization Software, Interactive Data Visualization, Health Informatics, Digital Analysis, Tableau Software, Model Evaluation, Information Management, Analytics, Health Technology, Data Management, Science and Research, Clinical Trials, Statistical Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Management, Human Resources Management and Planning, Human Resources, Recruitment, Performance Metric, Talent Recruitment, Employee Performance Management, Workflow Management, Workforce Planning, Performance Reporting, Performance Appraisal, Performance Management, Recruitment Strategies, Performance Measurement, Employee Training, Organizational Effectiveness
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Media and Communications, Communication Strategies, Strategic Communication, Media Strategy, Electronic Media, Marketing and Public Relations, Communication, Economics, Policy, and Social Studies, Culture, Social Media, Digital Communications
Mixed · Course · 1 - 4 Weeks