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 Pennsylvania
Skills you'll gain: Intercultural Competence, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Team Performance Management, Culture, Cultural Sensitivity, Team Collaboration, Diversity Awareness, Culture Transformation, Industrial and Organizational Psychology, Organizational Change, Leadership
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Big Data, Text Mining, Unsupervised Learning, Spatial Data Analysis, Spatial Analysis, Advanced Analytics, Image Analysis, Algorithms, Model Evaluation, Correlation Analysis, Information Privacy
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: AI Security, Penetration Testing, Exploit development, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), Cyber Security Assessment, Unix, Cyber Operations, Computer Security, Cybersecurity, Artificial Intelligence and Machine Learning (AI/ML), Cryptographic Protocols, Network Protocols, Cryptography, Security Awareness, Generative AI Agents, Server Side, Web Applications, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Yale University
Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Software Quality Assurance, Usability, Software Development, Medical Privacy, Human Computer Interaction, Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Healthcare Project Management, Health Technology, Software Testing, Entrepreneurship, User Research
Intermediate · Course · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Audit Planning, Auditing, Compliance Auditing, Bank Regulations, Banking, Cash Control, Financial Auditing, Internal Controls, Cash Handling, Variance Analysis, Financial Controls, Auditors Report, Commercial Banking, Generally Accepted Auditing Standards, Commercial Lending, Fraud detection, Internal Auditing, Banking Services, Operational Risk, Risk Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Project Finance, Working Capital, Financial Modeling, Construction Management, Feasibility Studies, Financial Analysis, Financial Statement Analysis, Project Risk Management, Risk Management, Business Valuation, Finance, Financial Statements, Cost Estimation, Capital Expenditure, Corporate Finance, Cash Flows, Real Estate, Revenue Forecasting, Banking, Estimation
Beginner · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Inventory and Warehousing, Supply Chain, Supply Chain Management, Supply Management, Supply Chain Systems, Warehouse Management, Retail Store Operations, Reverse Logistics, Retail Management, Logistics, Merchandising, Customer Service, Procurement, Warehousing, Inventory Control, Operations, Business Operations, Forecasting, Cost Control, Planning
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Django (Web Framework), Performance Tuning, Postman API Platform, Restful API, Application Programming Interface (API), Data Validation, Authentications, Frontend Integration, React.js, API Testing, Authorization (Computing), Secure Coding, Object-Relational Mapping, API Design, Scalability, JavaScript Frameworks, JSON, Test Tools, Web Development, Python Programming
Advanced · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Gemini, Google Gemini, Retrieval-Augmented Generation, Embeddings, Generative AI, Predictive Modeling, Vector Databases, Big Data, Google Cloud Platform, Data Analysis, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, SQL, LLM Application, Query Languages, Data Wrangling, AI Integrations, Python Programming, Machine Learning
Beginner · Specialization · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Social Media Analytics, Real Time Data, Social Media Content, Data Collection, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Data-Driven Marketing, Analytics, Social Media Strategy, Content Strategy, Text Mining, Data-Driven Decision-Making
Mixed · Course · 1 - 4 Weeks