Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

National Taiwan University
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Theoretical Computer Science, Machine Learning Methods, Applied Machine Learning, Supervised Learning, Classification Algorithms, Model Evaluation, Statistical Machine Learning, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Artificial Intelligence, Deep Learning, Decision Tree Learning, AI literacy, Network Architecture
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Generative AI Agents, Generative AI, MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Applied Machine Learning, Model Deployment, Agentic Workflows, Infrastructure Architecture, AI literacy, Model Training, Artificial Intelligence, Data Processing, Machine Learning, Model Evaluation
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Evaluation, Generative AI, AI Security, Model Optimization, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Machine Learning Methods, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Unsupervised Learning, Model Evaluation, Supervised Learning, Classification Algorithms, Artificial Intelligence, Dimensionality Reduction, Anomaly Detection, Data Ethics, Machine Learning, Probability & Statistics, Responsible AI, Embedded Systems, Machine Learning Methods, Natural Language Processing, Embedded Software, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Image Analysis, Linear Algebra, Bayesian Statistics
Credit offered
Mastertrack · 6 - 12 Months

Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Model Optimization, Machine Learning Methods, AI Security, Continuous Monitoring, Responsible AI, A/B Testing, Data Quality, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Machine Learning Methods, Large Language Modeling, Responsible AI, Data Quality
Intermediate · Course · 1 - 4 Weeks

IBM
Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Software Development Life Cycle, Retrieval-Augmented Generation, Large Language Modeling, Software Architecture, Computer Vision, LangChain, Responsive Web Design, Generative AI, Responsible AI, IBM Cloud, Data Ethics, Data Import/Export, AI Workflows, Python Programming, Software Development, Machine Learning, Data Science
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Google Cloud Platform, Responsible AI, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: AI Product Strategy, Responsible AI, Data Ethics, AI Enablement, Applied Machine Learning, Artificial Intelligence, AI literacy, Machine Learning, Data Science, AI Integrations, Deep Learning, Artificial Neural Networks
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Data Wrangling, Large Language Modeling, LangChain, Retrieval-Augmented Generation, Exploratory Data Analysis, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, LLM Application, Keras (Neural Network Library), Supervised Learning, Responsible AI, Vector Databases, Fine-tuning, Data Import/Export
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI literacy, Natural Language Processing, Robotics, Risk Mitigation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Python Programming, NumPy, Scripting, Data Collection, Data Analysis
Beginner · Course · 1 - 3 Months