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.

Google Cloud
Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Data Pipelines, Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Data Import/Export
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Business Valuation, Business Modeling, Financial Analysis, Investment Banking, Financial Forecasting, Case Studies, Financial Statement Analysis, Capital Markets, Corporate Strategy, Plan Execution, Cash Flow Forecasting, Consolidation, Cash Flows, Business Strategies
Mixed · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Numerical Analysis, Applied Mathematics, Electrical Engineering, Linear Algebra, Physics
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Council on Foreign Relations
Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Environmental Policy, Climate Change Programs, Energy and Utilities, Social Justice, Social Impact, Environmental Issue, Environment, Policy Development, Policy Analysis, Mitigation, Public Policies, Emerging Technologies, Pollution Prevention, International Relations, Sustainable Development, Sustainable Technologies, Diplomacy, Governance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: jQuery, Cascading Style Sheets (CSS), HTML and CSS, Usability, Javascript and jQuery, Hypertext Markup Language (HTML), Web Design and Development, Web Design, Web Development, Web Content, Front-End Web Development, Web Applications, Javascript, Design, JavaScript Frameworks, Interactive Learning
Mixed · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Prompt Engineering, Generative AI Agents, CrewAI, AI Orchestration, Prompt Engineering Tools, Agentic Workflows, AI Workflows, AI Personalization, Generative AI, Application Design, Kubernetes, Artificial Intelligence, Containerization, Enterprise Application Management, Docker (Software), System Monitoring, Agentic systems, MLOps (Machine Learning Operations), Python Programming, Engineering
Intermediate · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Process Analysis, Operational Performance Management, Capacity Planning, Operational Analysis, Key Performance Indicators (KPIs), Operations Management, Operational Excellence, Operational Efficiency, Performance Measurement, Operations, Business Operations, Process Optimization, Business Metrics, Process Management, Business Process Management, Return On Investment, Customer Retention, Resource Utilization, Loss Prevention, Customer experience improvement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Infrastructure, Infrastructure As A Service (IaaS), Google Cloud Platform, Cloud Computing Architecture, Infrastructure Architecture, Virtual Networking, Virtual Machines, Cloud Computing, Network Infrastructure, Virtualization and Virtual Machines, Cloud Management, Network Administration, Network Security, Firewall, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Mechanics, Physics, Hydraulics, Thermal Management, Physical Science, Experimentation, Engineering Calculations, Systems Of Measurement, Applied Mathematics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Organizational Development, Leadership and Management, Leadership Studies, Organizational Change, Change Management, Organizational Effectiveness, Organizational Leadership, Organizational Structure, Program Evaluation, User Feedback, Interpersonal Communications, Performance Improvement, Culture Transformation, Organizational Strategy, Gap Analysis, Business Transformation, Constructive Feedback, Decision Support Systems, Stakeholder Engagement, Data Collection
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Structures, Plot (Graphics), Python Programming, Data Store, Data Storage
Intermediate · Guided Project · Less Than 2 Hours