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: Matplotlib, Plot (Graphics), Layout Design, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Presentation, Graphic and Visual Design, Visual Design, Design, Application Design, Learning Management Systems
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Parent Communication, Student Engagement, Community Outreach, Working With Children, Training Programs, Education and Training, Cultural Responsiveness, Teaching, Cultural Diversity, Instructional Strategies, Family Support, Culture, Driving engagement, Cultural Sensitivity, Case Studies, Diversity Awareness, Collaboration
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Large Language Modeling, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Management Reporting, Performance Measurement, Human Resource Strategy, Human Resources Management and Planning, Human Resources, People Analytics, Performance Reporting, Employee Performance Management, Performance Metric, Workforce Management, Human Resource Policies, Business Reporting, Business Metrics, Return On Investment
Mixed · Course · 1 - 4 Weeks

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

University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Office
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: C and C++, File I/O, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Debugging, Data Structures, C (Programming Language), Code Reusability, Development Environment, Program Development, Programming Principles, Computer Programming, Memory Management, Computer Programming Tools, Data Persistence, Integrated Development Environments, Algorithms, Functional Design, Data Management
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Debugging, Scripting, Python Programming, Software Development
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Sampling (Statistics), SAS (Software), Data Integration, Change Control, Statistical Programming, Statistical Methods, Data Manipulation, Data Mapping, Data Processing, Data Management, Data Transformation, Data Governance, Transaction Processing, Version Control
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Bayesian Network, Numerical Analysis, Markov Model, Estimation, Simulations, Integral Calculus, Matlab, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Algorithms, Brute-force attacks, Computer Programming Tools
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
Beginner · Guided Project · Less Than 2 Hours