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.
EDUCBA
Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Computer Security Incident Management, Cybersecurity, Interactive Data Visualization, Data Manipulation
Beginner · Specialization · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Vocabulary, Social Skills, Language Learning, Verbal Communication Skills, Interpersonal Communications, Communication, Grammar
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Excel Macros, Dashboard, Spreadsheet Software, Dashboard Creation, Microsoft Excel, Business Reporting, Workflow Management, Business Workflow Analysis, Management Reporting, Business Process Automation, Productivity, Automation, IT Automation, Business Solutions, Operations, Business Operations, Business, Operations Management, Operations Support Systems, File Systems
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Performance Management, Network Monitoring, Prompt Engineering Tools, Containerization, Firewall, Virtual Networking, Network Architecture, Infrastructure As A Service (IaaS), Network Planning And Design, Prompt Patterns, Network Routing, Virtual Private Networks (VPN), Dashboard Creation
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Organizational Structure, Business Planning, Corporate Finance, Corporate Strategy, Business Administration, Digital Transformation, Business, Business Strategy, Budget Management, Franchising, Business Management, Business Economics, Business Modeling, Strategic Thinking, E-Commerce, Organizational Strategy, Economic Development, Strategic Decision-Making, Decision Making, Small Business Accounting
Mixed · Course · 1 - 3 Months

Skills you'll gain: Securities (Finance), Credit Risk, Capital Markets, Financial Services, Financial Market, Investment Banking, Lending and Underwriting, Finance, Financial Regulations, Banking, Derivatives, Financial Management, Investment Management, Risk Management, Financial Analysis, Risk Analysis, Asset Management, Analysis, Product Management, Product Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Health Care Administration, Cost Management, Health Systems, Cost Control, Health Policy, Health Administration, Financial Management, Healthcare Industry Knowledge, Health Care, Demand Planning, Insurance, Health Care Procedure and Regulation, Forecasting, Economics, Financial Systems, Utilization Management, Resource Utilization, Community Health, Decision Making, Resource Allocation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Reverse Logistics, Order Management, Retail Store Operations, Retail Management, Loyalty Programs, Order Fulfillment, Customer Retention, Customer Service, Order Processing, Customer experience strategy (CX), Customer experience improvement, Supply Chain Systems, Logistics Management, Customer Engagement, Supply Chain, Operational Efficiency, Operations, Business, Payment Systems, Environment
Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Microsoft Excel, Business Modeling, Business Valuation, Investment Banking, Balance Sheet, Financial Statement Analysis, Consolidation, Financial Accounting, Finance, Performance Analysis, Financial Analysis, Business Analysis, 3D Modeling, Business, Corporate Finance, Analysis, Construction, Environment
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Prompt Engineering Tools, Containerization, Database Architecture and Administration, MySQL, Dataflow, PostgreSQL, Identity and Access Management, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Data Maintenance, Database Design, Database Management
Intermediate · 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