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.

Dartmouth College
Skills you'll gain: Talent Management, People Development, Professional Networking, Collaboration, Leadership Development, Organizational Effectiveness, Team Building, Team Motivation, People Management, Human Capital, Talent Acquisition, Entrepreneurship, Workforce Development, Motivational Skills, Innovation, Leadership and Management, Professional Development, Leadership, Influencing, Growth Strategies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Communication Strategies, Project Risk Management, Project Estimation, Estimation, Business Priorities, Risk Management, Strategic Communication, Prioritization, Strategic Prioritization
Intermediate · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production
Beginner · Course · 1 - 4 Weeks

Rutgers the State University of New Jersey
Skills you'll gain: Generative Model Architectures, Generative AI, Artificial Intelligence, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Informatics
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Dashboard Creation, Dashboard, Data Visualization Software, Data Presentation, Data Visualization, Business Reporting, SAS (Software), Interactive Data Visualization, Cloud Computing Architecture, Data Storytelling, Business Intelligence, Business Analytics, Data Warehousing, Cloud Computing, Big Data, Machine Learning, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, LLM Application, LangChain, Large Language Modeling, Agentic systems, Generative AI Agents, AI Integrations, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture, Systems Architecture, Context Management, API Design, Software Design, Data Validation, Memory Management
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Community Mental Health Services, Mental Health, Mental Health Therapies, Health Disparities, Clinical Psychology, Mental Health Diseases and Disorders, Cultural Responsiveness, Culture, Mental and Behavioral Health, Psychology, Health Equity, Cognitive Behavioral Therapy, Cultural Diversity, Behavioral Health, Cultural Sensitivity, Substance Abuse, Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Responsible AI, Law, Regulation, and Compliance, Data Ethics, Risking, Artificial Intelligence, Education and Training, AI literacy, Ethical Standards And Conduct, Social Impact, Economics, Policy, and Social Studies, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Encryption, Cybersecurity, Cryptography, File I/O, Python Programming, Programming Principles, Debugging, Data Mapping, Software Testing, Data Structures
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Consumer Behaviour, Responsible AI, Social Impact, Business Risk Management, Decision Intelligence, Business Operations, Risk Analysis, AI literacy, Generative AI, AI Product Strategy, Socioeconomics, Environment Health And Safety, Safety Assurance, Social Sciences, Environmental Issue, Governance, Accountability, Leadership and Management
Beginner · Course · 1 - 4 Weeks