Cluster analysis courses can help you learn data segmentation, pattern recognition, and the identification of natural groupings within datasets. You can build skills in evaluating clustering methods, interpreting results, and applying statistical techniques to real-world problems. Many courses introduce tools like R, Python, and specialized software for data visualization, that support implementing clustering algorithms and analyzing complex data structures.

Skills you'll gain: Regression Analysis, Visualization (Computer Graphics), Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Wrangling, Data Import/Export
Intermediate · Course · 1 - 3 Months

Sapienza University of Rome
Skills you'll gain: Financial Systems, Financial Data, Financial Policy, Financial Market, International Finance, Finance, Accounting, Banking, Economics, Financial Analysis, Microsoft Excel, Spreadsheet Software, Data Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Forecasting, SAS (Software), Advanced Analytics, Predictive Modeling, Applied Machine Learning, Statistical Analysis, Machine Learning Methods, Regression Analysis, Bayesian Statistics, Statistical Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Tenacity, Persistence, Personal Attributes, Persona Development, Personal Development, Human Development, Self-Awareness, Case Studies, Resilience, Empathy & Emotional Intelligence, Growth Mindedness, Overcoming Obstacles, Lifelong Learning, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Social Sciences, Emotional Intelligence, Cultural Diversity
Beginner · Specialization · 1 - 3 Months

Northeastern University
Skills you'll gain: Health Systems, Managed Care, Patient-centered Care, Healthcare Industry Knowledge, Medicaid, Health Care Administration, Health Care, Medicare, Health Policy, Health Disparities, Health Equity, Cultural Diversity, Diversity Awareness, Telehealth, Economics, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Google Cloud Platform, Dataflow, Real Time Data, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Lakes, Data Import/Export, PySpark, Tensorflow, Data Governance, Apache Spark, Dashboard, Apache Airflow, Unstructured Data, Big Data, Metadata Management, Feature Engineering, Applied Machine Learning
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Critical Thinking, Generative AI, AI Enablement, Decision Making, Information Management
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, AWS Kinesis, Model Deployment, AWS SageMaker, Machine Learning Algorithms, Data Collection, MLOps (Machine Learning Operations), Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Feature Engineering, Algorithms, Amazon Web Services, Machine Learning, Data Preprocessing, Data Analysis, Data Visualization Software, Exploratory Data Analysis, Data Modeling
Beginner · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Transfer Learning, MLOps (Machine Learning Operations), Convolutional Neural Networks, Software Visualization, Model Evaluation, Computer Vision
Intermediate · Course · 1 - 4 Weeks
University of Rochester
Skills you'll gain: Market Dynamics, Supply And Demand, Economics, Policty Analysis, Research, and Development, Price Negotiation, Public Policies, Market Analysis, Competitive Analysis, Consumer Behaviour, Strategic Thinking
Intermediate · Course · 1 - 4 Weeks