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.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Torque (Physics), Physics, Vibrations, Engineering Analysis, Differential Equations, Physical Science, Linear Algebra, electromagnetics, Applied Mathematics, Integral Calculus, Calculus, Mathematical Modeling
★ 4.8 (40) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, LLM Application, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, OpenAI, Hugging Face, OpenAI API, Multimodal Prompts, Responsible AI, AI Security, Autoencoders, Model Deployment, Fine-tuning, Application Deployment
★ 4.2 (13) · Intermediate · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Algorithms, Model Optimization, Machine Learning Algorithms, Theoretical Computer Science, Program Development, Solution Design
★ 4.2 (23) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Docker (Software), Containerization, Application Deployment, DevOps, Development Environment, Data Persistence, Software Architecture, Data Storage, Back-End Web Development, Spring Boot, MySQL, Data Management, WordPress, Front-End Web Development
★ 5 (12) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stress Management, Self-Awareness, Interpersonal Communications, Social Skills, Communication, Personal Attributes, Self-Motivation, Verbal Communication Skills, Communication Strategies, Trustworthiness, Personal Development, Persuasive Communication, Initiative and Leadership, Honesty, Leadership, Motivational Skills, Empathy, Cognitive flexibility, Composure, Public Speaking
★ 5 (7) · Mixed · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Data-Driven Marketing, Marketing Analytics, AI Personalization, Data-Driven Decision-Making, Marketing Strategies, Contextual Advertising, Marketing, Personalized Campaigns, AI Enablement, Marketing Effectiveness, Responsible AI, MarTech, Data Ethics, Customer experience improvement, Journey Mapping, Artificial Intelligence, Customer Insights, Customer Engagement, Consumer Behaviour, Data Collection
★ 4.5 (62) · Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Fine-tuning, Model Evaluation, Version Control, Supervised Learning
★ 4 (39) · Beginner · Project · Less Than 2 Hours

Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Decision Intelligence, Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Clinical Informatics, Machine Learning Methods, Advanced Analytics, Data-Driven Decision-Making, AI Integrations, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Decision Support Systems, Predictive Analytics, Applied Machine Learning, Machine Learning, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Lending and Underwriting, Commercial Banking, General Lending, Banking Services, Deposit Accounts, Loans, Consumer Lending, Banking, Retail Banking, Loan Origination, Bank Regulations, Credit Risk, Payment Processing and Collection, Financial Regulation, Financial Regulations, Financial Systems, Customer Service, Working Capital
Mixed · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Social Studies, Social Impact, Systems Thinking, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation
★ 4.6 (401) · Beginner · Course · 1 - 3 Months

Utrecht University
Skills you'll gain: Lifelong Learning, Professionalism, Professional Development, Social Sciences, Organizational Change, Organizational Structure, Sociology, Psychology, Leadership, Personal Development, Empowerment, Initiative and Leadership, Leadership Development
★ 4.6 (81) · Intermediate · Course · 1 - 3 Months