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.

Skills you'll gain: Plot (Graphics), Scientific Visualization, Statistical Visualization, Mathematical Software, Data Manipulation, Jupyter, Python Programming, Numerical Analysis, Data Wrangling, Data Science, Other Programming Languages, Java, R Programming, Interoperability, Java Programming, Programming Principles, Computer Programming, Development Environment, C (Programming Language), Machine Learning
Intermediate · Course · 1 - 3 Months

Universidad Nacional de Colombia
Skills you'll gain: Caregiving, Critical Thinking, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Feature Engineering, Tensorflow, Model Training, Google Cloud Platform, Model Deployment, Data Quality, Data Preprocessing, Model Evaluation, Keras (Neural Network Library), Exploratory Data Analysis, Data Strategy, Cloud Deployment, Machine Learning, Machine Learning Methods, Embeddings, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow
Intermediate · Specialization · 3 - 6 Months

Deep Teaching Solutions
Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Teaching, Student Engagement, Differentiated Instruction, Instructional Strategies, Pedagogy, Human Learning, Special Education, Behavioral Management, Learning Strategies, Disabilities, Learning Theory, Habit Formation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Model Deployment, Unstructured Data, MLOps (Machine Learning Operations), Tensorflow, Applied Machine Learning, Model Training, Cloud API, Analytics, Jupyter, Machine Learning
Intermediate · Course · 1 - 3 Months

EDHEC Business School
Skills you'll gain: Text Mining, Applied Machine Learning, Network Analysis, Data Visualization Software, Machine Learning Methods, Statistical Machine Learning, Financial Statement Analysis, Financial Data, Market Data, Unstructured Data, Predictive Modeling, Web Scraping, Social Network Analysis, Advanced Analytics, Financial Statements, Financial Market, Financial Analysis, Corporate Finance, Investments, Data Mining
Intermediate · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Supervised Learning, Machine Learning Methods, Machine Learning Algorithms, Statistical Machine Learning, Machine Learning, Applied Mathematics, Classification Algorithms, Theoretical Computer Science, Model Training, Mathematical Theory & Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Statistical Methods, Algorithms, Probability & Statistics
Beginner · Course · 1 - 3 Months

Commonwealth Education Trust
Skills you'll gain: Lesson Planning, Teaching, Pedagogy, Planning, Education and Training, Professional Development, Peer Review, Constructive Feedback, Student Engagement, Human Learning, Growth Mindedness, Rapport Building, Collaboration
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Generative AI Agents, Google Cloud Platform, Generative Model Architectures, MLOps (Machine Learning Operations), AI Workflows, Infrastructure Architecture, Cloud Infrastructure, Data Infrastructure, Artificial Intelligence, Large Language Modeling, Model Training, Model Deployment, Applied Machine Learning, Model Evaluation, Predictive Modeling, Machine Learning
Beginner · Course · 1 - 3 Months

Skills you'll gain: AWS SageMaker, Applied Machine Learning, Model Evaluation, Amazon Web Services, Machine Learning Methods, No-Code Development, Model Training, Machine Learning, Machine Learning Algorithms, Public Cloud, Supervised Learning, Cloud Platforms, Predictive Modeling, Amazon S3, Artificial Intelligence and Machine Learning (AI/ML), Version Control, Data Preprocessing, Model Deployment, Data Import/Export, Data Validation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Continuous Deployment, Model Training, Tidyverse (R Package), R Programming, Health Informatics, Applied Machine Learning, Continuous Monitoring, Predictive Modeling, Machine Learning Methods, Dashboard Creation, Docker (Software), Containerization, Application Programming Interface (API)
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Community Organizing, Compassion, Community Development, Community Outreach, Social Impact, Needs Assessment, Program Evaluation, Empathy, Education and Training, Data Mapping, Initiative and Leadership, Empowerment, Curriculum Planning, Working With Children, Collaboration, Planning, Driving engagement, Environmental Issue
Beginner · Course · 1 - 3 Months