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.

Duke University
Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Server Side, Python Programming, Data Validation
Intermediate · Guided Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: AI Security, AI Orchestration, MLOps (Machine Learning Operations), Model Deployment, Vulnerability Assessments, AI Workflows, Governance Risk Management and Compliance, Retrieval-Augmented Generation, Responsible AI, Compliance Auditing, LLM Application, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Application Deployment, Model Training, Cloud Deployment, Solution Architecture, Generative AI, Artificial Intelligence
Intermediate · Specialization · 1 - 3 Months

University of California, Davis
Skills you'll gain: Construction Estimating, Blueprint Reading, Estimation, Cost Estimation, Project Estimation, Construction Management, Engineering Plans And Specifications, Construction, General Construction and Construction Labor, Digital Analysis, Design Specifications, Systems Of Measurement, Collaborative Software, Performance Measurement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Futures Exchange, Market Data, Derivatives, Financial Trading, International Finance, Economics, Forecasting, Risk Management, Financial Forecasting, Market Trend, Risk Management Framework, Portfolio Risk, Securities (Finance), Financial Market, Market Dynamics, Financial Policy, Retail Sales, Depreciation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Analysis, Market Data, Data-Driven Decision-Making, Analytics, Business Reporting, Business Analytics, Business Intelligence, Data Modeling, Market Analysis, Customer Analysis, Product Knowledge, Data Transformation, Consumer Behaviour, Star Schema, Interactive Data Visualization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Ansible, Package and Software Management, YAML, Configuration Management, System Configuration, Systems Administration, Linux Administration, Unix, IT Automation, Automation, Bash (Scripting Language), Web Applications, Unix Shell, Code Reusability, File Management, Cloud Infrastructure, DevOps, User Accounts
Beginner · Course · 1 - 4 Weeks

IBM
Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Business Analytics, Big Data, Digital Transformation, Analytics, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Social Studies, Social Sciences, Big Data, Sociology, Demography, Socioeconomics, Culture, Economics, Data Analysis, Analytics, World History, Quantitative Research
Mixed · Course · 1 - 4 Weeks

Interplay Learning
Skills you'll gain: Occupational Safety and Health Administration (OSHA), Safety Training, Electrical Safety, Safety Standards, Personal protective equipment, Hazard Analysis, Accident Prevention, Injury Prevention, Maintenance, Repair, and Facility Services, Risk Management, Facility Management and Maintenance, Risk Analysis, HVAC
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Software Architecture, Computer Graphics, Software Design, Maintainability, Systems Architecture, Software Design Patterns, Code Reusability, Software Visualization, Systems Design, Scalability, System Design and Implementation, Computer Graphic Techniques, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Technical Analysis, Applied Machine Learning, Algorithms, Securities Trading, Verification And Validation, Futures Exchange, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Trend Analysis, Performance Analysis, Scripting, Scripting Languages, Finance
Beginner · Course · 1 - 3 Months