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.

Yale University
Skills you'll gain: Applied Behavior Analysis, Behavior Management, Positive Behavior Support, Parent Communication, Behavioral Management, Mental Health, Working With Children, Habit Formation, Community Mental Health Services, Family Support, Mental and Behavioral Health, Child Development, Constructive Feedback, Problem Solving
★ 4.9 (3.2K) · Beginner · Course · 1 - 4 Weeks

Taipei Medical University
Skills you'll gain: Precision Medicine, Large Language Modeling, Health Informatics, Artificial Intelligence, Health Technology, Health Systems, Patient Safety, Machine Learning, Health Information Management, Augmented Reality, Deep Learning, Natural Language Processing, Internet Of Things, Big Data, Data Collection, Reinforcement Learning, Predictive Modeling, Data Analysis, Virtual Reality, Data Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Excel Formulas, Data Cleansing, Pivot Tables And Charts, Spreadsheet Software, Data Wrangling, Microsoft Excel, Data Analysis, Data Quality, Google Sheets, Data Manipulation, Data Integrity, Data Ethics, Data Entry, Data Import/Export, Data Science
★ 4.7 (11K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: User Story, Team Motivation, Project Management Life Cycle, Stakeholder Engagement, Project Planning, Project Management, Peer Review, Interpersonal Communications, Agile Software Development, Scrum (Software Development), Project Risk Management, Stakeholder Management, Agile Methodology, Stakeholder Communications, Risk Management, Interviewing Skills, Professional Networking, Leadership, Agile Project Management, Communication
★ 4.8 (5.9K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, Large Language Modeling, ChatGPT, Generative AI, Generative Model Architectures, Machine Learning Methods, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Model Training, Deep Learning, AI literacy, Natural Language Processing, Model Optimization, AI Workflows, Convolutional Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Management Reporting, Data Analysis, Data Visualization, Interactive Data Visualization, Data Management, Analysis, Information Management, Debugging, File Management, Business, Business Management, Design, File I/O
★ 4.7 (86) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Development Environment, Project Performance, AI Workflows, Project Implementation
★ 4.7 (19) · Mixed · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: AI literacy, Data Ethics, Teaching, Education and Training, Instructional Strategies, AI Integrations, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Machine Learning
★ 4.7 (967) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Good Clinical Practices (GCP), Informed Consent, Clinical Research Coordination, Clinical Research, Clinical Trials, Clinical Research Ethics, Institutional Review Board (IRB), Drug Development, Record Keeping, Clinical Documentation, Regulatory Compliance, Patient Communication
★ 4.8 (232) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Database Management, Relational Databases, Stored Procedure, Databases, Query Languages, Database Theory, Data Access, Jupyter, Data Manipulation, Data Analysis, Transaction Processing, Python Programming
★ 4.7 (23K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL, Database Software, Database Management, Database Theory, Data Warehousing, Interactive Data Visualization, Dashboard, Database Administration, Data Visualization Software, Command-Line Interface, Star Schema, Dashboard Creation, Unix Shell, Data Integrity, Unit Testing, Algorithms, Analytics, Linux, Database Architecture and Administration, Software Versioning
★ 4.6 (7.8K) · Beginner · Professional Certificate · 3 - 6 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Business Analytics, Business Intelligence, Analytics, Supervised Learning, Regression Analysis, Customer Analysis, Applied Machine Learning, Data Mining, Advanced Analytics, Dimensionality Reduction, Analytical Skills, Marketing Analytics, Target Market, Data-Driven Decision-Making, Classification And Regression Tree (CART), Analysis, Predictive Analytics, Business Analysis, Predictive Modeling, Data-Driven Marketing
Beginner · Course · 1 - 3 Months