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.

Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI
★ 4.7 (453) · Intermediate · Course · 1 - 4 Weeks

Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Mathematical Software, Applied Mathematics, Mathematical Modeling, Distributed Computing, Simulation and Simulation Software, Python Programming, Calculus, Mechanics, Vibrations, Simulations, Derivatives
★ 4.8 (392) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Agile Software Development, Sprint Retrospectives, Scaled Agile Framework, Organizational Change, Agile Project Management, Kanban Principles, Backlogs, Project Risk Management, Team Motivation, Agile Methodology, People Development, Change Management, User Story, Team Performance Management, Business Transformation, Organizational Development, Project Management Institute (PMI) Methodology, Workflow Management, Agile Product Development, Performance Metric
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Correlation Analysis, Data Science, Mathematical Theory & Analysis, Data Collection
★ 4.4 (362) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Finance, Excel Formulas, Income Statement
★ 4.8 (117) · Intermediate · Course · 1 - 3 Months

Northwestern University
Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Matlab, Control Systems, Applied Mathematics, Physics, Differential Equations
★ 4.7 (1K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Copilot, Data Loss Prevention, Microsoft 365, Azure Active Directory, Microsoft Intune (Mobile Device Management Software), Vulnerability Management, Vulnerability Assessments, Personally Identifiable Information, Patch Management, Microsoft Azure, Data Governance, Identity and Access Management, Authentications, Cloud Security, Information Management, Records Management, Compliance Management, Compliance Auditing, Governance, Risk Management
Intermediate · Specialization · 1 - 3 Months

Eindhoven University of Technology
Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation
★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard Creation, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Interactive Data Visualization, Business Intelligence, Data Collection, Business Metrics
★ 4.5 (846) · Beginner · Specialization · 3 - 6 Months

Stanford University
Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning
★ 4.7 (325) · Mixed · Course · 1 - 3 Months

IESE Business School
Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Cash Flows, Balance Sheet, Accrual Accounting, Financial Accounting, Accruals, Financial Reporting, Microsoft Excel, Financial Analysis
★ 4.8 (3.4K) · Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Prompt Engineering, Large Language Modeling, AI powered creativity, AI Personalization, Prompt Patterns, AI literacy, LLM Application, Multimodal Prompts, AI Enablement, Prompt Engineering Tools, Artificial Intelligence, AI Workflows, Generative AI, Responsible AI, Critical Thinking, Lifelong Learning, Adaptability
Beginner · Course · 1 - 4 Weeks