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.

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
★ 4.8 (66) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Prompt Engineering, Microsoft Copilot, Agentic Workflows, Generative AI Agents, Performance Tuning, AI Integrations, Application Deployment, Performance Testing, Scalability, Data Integration, User Feedback
★ 1.9 (15) · Intermediate · Course · 1 - 4 Weeks

EDUCBA
Skills you'll gain: Shell Script
★ 4.9 (16) · Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Competitive Analysis, Value Propositions, Target Market, Target Audience, Product Improvement, Product Management, User Experience, Product Development, Product Design, Product Strategy, Customer Analysis, Product Planning, Agile Product Development, Market Analysis, Product Requirements, User Feedback, Product Testing, Continuous Improvement Process, Needs Assessment, Ideation
★ 4.6 (91) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning
Intermediate · Course · 1 - 3 Months
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
★ 4.7 (56) · Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, LLM Application, AI literacy, Amazon Web Services, AI Integrations, Application Programming Interface (API)
★ 4.6 (64) · Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Agile Project Management, Scrum (Software Development), Sprint Planning, Emotional Intelligence, Backlogs, Creative Problem-Solving, Scaled Agile Framework, Leadership Studies, Negotiation, Sprint Retrospectives, Conflict Management, Agile Software Development, Team Performance Management, Program Management, Brainstorming, Prioritization, User Story, Innovation, Problem Solving, Project Controls
★ 4.4 (95) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Model Optimization, Transfer Learning, PyTorch (Machine Learning Library), Fine-tuning, Model Deployment, Data Preprocessing, Technical Communication, MLOps (Machine Learning Operations), Model Training, Image Analysis, Computer Vision, AI Workflows, Tensorflow, Dataflow, Image Quality, Application Deployment, Technical Documentation, Deep Learning, Process Optimization
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Bookkeeping, Variance Analysis, Dashboard, Budget Management, Financial Analysis, Data Storytelling, Data Presentation, Financial Modeling, Financial Statements, Dashboard Creation, Financial Statement Analysis, Excel Macros, Microsoft Excel, Competitive Analysis, Risk Modeling, Interviewing Skills, Excel Formulas, Spreadsheet Software, Financial Reporting, Data Visualization
★ 1.9 (10) · Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Succession Planning, Human Resources Management and Planning, Human Resources, Employee Engagement, Recruitment Strategies, Recruitment, Human Resource Management, Talent Recruitment, Human Resource Strategy, Human Capital, Performance Management, Human Resources Information System (HRIS), Talent Management, HR Tech, Drive Engagement, Full Cycle Recruitment, Human Resources Software, Performance Appraisal, Human Resource Policies, Workforce Development
★ 4.7 (67) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Cyber Security Assessment, Exploitation techniques, Security Testing, Mobile Security, Test Script Development, Scripting, Android (Operating System), Application Security, Human Factors (Security), Scripting Languages, Network Analysis, Automation, Analysis, Virtual Environment
★ 4.8 (14) · Mixed · Course · 1 - 4 Weeks