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 California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning
★ 4.5 (76) · Intermediate · Course · 1 - 4 Weeks
Rice University
Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Portfolio Risk, Financial Market, Investment Management, Asset Management, Market Dynamics, Decision Making, Market Analysis, Financial Trading, Equities
★ 4.6 (285) · Mixed · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Probability & Statistics, Image Analysis, Data Integration, Interactive Data Visualization, Performance Analysis, Statistical Analysis, Probability, Analysis, LLM Application, Data Collection, Descriptive Analytics, Business Analytics, Statistical Methods, Machine Learning
★ 5 (8) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Node.JS, JavaScript Frameworks, Web Frameworks, Authentications, MongoDB, Postman API Platform, Restful API, Server Side, Middleware, JSON, Application Programming Interface (API), Web Development Tools, Web Applications, Javascript, Back-End Web Development, API Testing, NoSQL
★ 4.9 (22) · Intermediate · Course · 1 - 3 Months
Amazon Web Services
Skills you'll gain: Amazon Web Services, Data Migration, Cloud Management, Cloud Infrastructure, Cloud Solutions, Cloud Security, Data Mapping, Data Import/Export, Cloud Computing, Cloud Services, Cloud Computing Architecture, Infrastructure Architecture, Cloud Deployment
★ 4.5 (258) · Intermediate · Course · 1 - 4 Weeks

IIT Bombay
Skills you'll gain: Internet Of Things, Network Protocols, Wireless Networks, General Networking, Interoperability, Emerging Technologies, Data Analysis, Communication Systems, Systems Design, Regression Analysis, Systems Architecture, Unsupervised Learning
★ 4.7 (86) · Intermediate · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, AI Workflows, AI literacy, Artificial Intelligence, Object Oriented Programming (OOP), Risking, Machine Learning Methods, Artificial Neural Networks, Maintainability, Computer Programming, AI powered creativity, Debugging, Problem Solving, Critical Thinking, Data Analysis
★ 4.6 (422) · Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms
★ 4.1 (18) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Marketing Psychology, Customer Insights, Data-Driven Marketing, Consumer Behaviour, Customer Analysis, Driving engagement, Brand Loyalty, Customer Engagement, Marketing Strategies, Customer Relationship Management, Customer Relationship Management (CRM) Software, Strategic Marketing, Behavioral Economics, Marketing Analytics, Marketing, Marketing Communications, Sustainable Business, Data-Driven Decision-Making, Growth Strategies, Business Ethics
★ 4.9 (12) · Mixed · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Individualized Education Programs (IEP), Special Education, School Psychology, Case Studies, Empathy & Emotional Intelligence, School Counseling, Teaching, Student Support and Services, Social and Human Services, Mental Health, Preventative Care, Health Education, Health Promotion, Mental Health Diseases and Disorders, Behavior Management, Positive Behavior Support, Developmental Disabilities, Crisis Intervention, Functional Behavior Assessment, Trauma Care
★ 4.8 (908) · Beginner · Course · 1 - 4 Weeks

Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, 3D Modeling, Mechanical Engineering
★ 4.7 (147) · Beginner · Course · 1 - 4 Weeks