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: Extract, Transform, Load, Apache Spark, Data Pipelines, PySpark, Apache Hadoop, Data Transformation, MySQL, Data Manipulation, Java Platform Enterprise Edition (J2EE), Data Import/Export, Data Persistence, Development Environment, Software Installation
Mixed · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Anomaly Detection, Embeddings, LLM Application, Generative AI, Semantic Web, Application Design, Natural Language Processing, Image Analysis, AI Personalization
Beginner · Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Competitive Analysis, AI Enablement, Machine Learning, Business Strategy, Business Intelligence, Business Strategies, Organizational Strategy, Business, Strategic Thinking, Market Analysis, Artificial Intelligence, Process Analysis, Value Engineering, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Analytics, Resource Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Machine Learning, Data Preprocessing, Model Evaluation
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, LangChain, Hugging Face, Technical Management, Prompt Engineering, AI Enablement, Embeddings, Solution Architecture, Analysis, Model Deployment, Performance Testing, Design
Intermediate · Course · 1 - 4 Weeks

Universidades Anáhuac
Skills you'll gain: Search Engine Marketing, Digital Marketing, Search Engine Optimization, Marketing Strategies, Email Marketing, Web Analytics and SEO, Social Media Marketing, Keyword Research, Content Marketing, Digital Transformation, Marketing Effectiveness, Social Media Strategy, Customer Analysis, Marketing Analytics, Data Analysis, Paid media, Return On Investment
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Financial Statement Analysis, Financial Statements, Inventory Management System, Accounts Receivable, Balance Sheet, Inventory Control, Financial Accounting, Accounts Payable and Receivable, Generally Accepted Accounting Principles (GAAP), Business Economics, Fixed Asset, Accounting, Property Accounting, Depreciation
Beginner · Course · 1 - 3 Months

Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Applied Mathematics, Machine Learning Methods, Linear Algebra, Model Evaluation, Statistical Analysis, Data Manipulation
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Software Configuration Management, Continuous Monitoring, Configuration Management, User Accounts, Authentications, Authorization (Computing)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Embedded Systems, Robotics, Electronic Systems, Automation, Control Systems, Power Electronics, Medical Equipment and Technology, Medical Devices, Electric Power Systems, Health Technology, Biomedical Engineering, Electronic Components, Hydraulics, Computer Programming Tools, Real Time Data
Intermediate · Course · 1 - 4 Weeks