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: Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Supply Chain Systems, Strategic Sourcing, Logistics, Procurement, Logistics Management, Supplier Management, Corporate Sustainability, Sustainable Business, Risk Management, Risk Analysis, Business Technologies, Risk Mitigation, Sustainable Design
Beginner · Course · 1 - 3 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Benefits Administration, Compensation and Benefits, Compensation Management, Communication Planning, Administration, Communication Strategies, Program Evaluation, Strategic Communication, Human Resource Strategy, Business Strategy, Regulatory Requirements, Regulatory Compliance, Law, Regulation, and Compliance, Brokerage, Diversity and Inclusion
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Test Planning, Prompt Engineering, Version Control, OpenAI API, Debugging, Google Gemini, Flask (Web Framework), Software Design Patterns, Git (Version Control System), GitLab, Responsible AI, Infrastructure as Code (IaC), GitHub, Collaborative Software, Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, Data Ethics, AWS SageMaker, AI Workflows, Agentic systems, AI Product Strategy, Agentic Workflows, Amazon Web Services, AI Integrations, LLM Application, MLOps (Machine Learning Operations), Application Programming Interface (API), Application Development, Model Deployment, Solution Architecture, Data Management
Beginner · Professional Certificate · 1 - 3 Months

Skills you'll gain: Software Quality (SQA/SQC), Test Automation
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Interactive Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Science, Data Cleansing, Matplotlib, Data Import/Export, NumPy, JSON, Python Programming, File I/O
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Fraud detection, Generative AI, Regulatory Compliance, Generative Model Architectures, Responsible AI, Law, Regulation, and Compliance, Compliance Management, Governance, Business Risk Management, Risk Management, Data Ethics, Financial Regulation, Anomaly Detection, AI Security, Generative Adversarial Networks (GANs), Risk Mitigation, Model Training
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard Creation, Data Integration, Dashboard, Business Intelligence, Database Architecture and Administration, PySpark, Data Pipelines, Analytics, Databases, Relational Databases, SQL, Python Programming
Advanced · Course · 1 - 3 Months

Skills you'll gain: Financial Reporting, Generally Accepted Accounting Principles (GAAP), Financial Statements, Financial Statement Analysis, Financial Accounting, Balance Sheet, Income Statement, Cash Flows, Revenue Recognition, Inventory Accounting, Accounting, Fixed Asset, Finance, Accounts Receivable, Credit Risk, Investments
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Transportation, Supply Chain, and Logistics, Logistics Management, Transportation Management, Transportation Operations, Logistics, Operational Excellence, Supply Chain, Supply Chain Systems, Inventory Management, Operational Efficiency, Inventory and Warehousing, Operations Management, Supply Management, Supply Chain Management, Inventory Management System, Operations, Inventory Control, Subcontracting, Business Strategy, Containerization
Mixed · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Environmental Engineering, Environmental Resource Management, Pollution Prevention, Sustainable Development, Sustainable Systems, Sustainable Technologies, Environment and Resource Management, Environmental Issue, Governance, Environmental Regulations, Environmental Policy, Community Development, Cost Management, Case Studies
Intermediate · Course · 1 - 3 Months