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: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping
★ 4.8 (3K) · Beginner · Professional Certificate · 3 - 6 Months

Imperial College London
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Evaluation, Deep Learning, Image Analysis, Model Training, Convolutional Neural Networks, Transfer Learning, Computer Programming, Model Optimization, Applied Machine Learning, Supervised Learning, Computer Vision, Artificial Neural Networks, Data Persistence
★ 4.9 (582) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Management, Data Presentation, Data Storytelling, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Storage Technologies, Data Security, Exploratory Data Analysis, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Applied Machine Learning, Machine Learning Methods, Machine Learning
★ 4.8 (132) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unix Shell, Shell Script, Unix, Bash (Scripting Language), Linux Commands, Linux, Unix Commands, Linux Servers, Secure Coding, Maintainability, Hardening, Command-Line Interface, Debugging, Windows PowerShell, Scripting, Scripting Languages, Authorization (Computing), Cross Platform Development, Mac OS, Security Management
Advanced · Course · 1 - 3 Months

Skills you'll gain: Business Writing, Verbal Communication Skills, Communication, Business Correspondence, Interpersonal Communications, Business Communication, Oral Expression, Active Listening, Professional Networking, Cultural Sensitivity, Negotiation, Discussion Facilitation, Intercultural Competence, Social Skills, Interviewing Skills, Oral Comprehension, Value Propositions, Applicant Tracking Systems, Communication Strategies, Writing
★ 4.9 (105) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SAS (Software), Statistical Reporting, Data Import/Export, Data Validation, Data Access, Data Manipulation, Statistical Programming, Exploratory Data Analysis, Data Analysis Software, Data Preprocessing, Data Analysis, Data Transformation, SQL, Data Presentation, Microsoft Excel, Descriptive Statistics
★ 4.8 (3.2K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Machine Learning Methods, Machine Learning, Data Preprocessing, Machine Learning Algorithms, Python Programming, Taxonomy, Data Processing, Exploratory Data Analysis
★ 4.8 (11) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Electric Power Systems, Mechanical Engineering, Thermal Management, Engineering, Energy and Utilities, Physics, Engineering Analysis, Plant Operations and Management, Physical Science, Process Analysis, Engineering Calculations, Chemistry, Environmental Issue
★ 4.8 (3.5K) · Beginner · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming
★ 4.3 (311) · Intermediate · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Medical Terminology, Human Musculoskeletal System, Orthopedics, Medical History Documentation, Medical Records, Electronic Medical Record System, Urology, Health Information Management and Medical Records, Anatomy, Nephrology, Diagnostic Tests
★ 4.9 (805) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Auditing, Auditing, Auditors Report, External Auditing, Certified Public Accountant, Audit Planning, Public Accounting, Quality Assessment, Quality Assurance and Control, Ethical Standards And Conduct, Business Ethics, Financial Statements, Financial Reporting, Risk Analysis, Market Dynamics
★ 4.7 (733) · Intermediate · Course · 1 - 3 Months