Text mining courses can help you learn techniques for extracting information from unstructured data, natural language processing, and sentiment analysis. You can build skills in data preprocessing, text classification, and visualization of textual data. Many courses introduce tools like Python libraries such as NLTK and spaCy, along with software for data analysis and machine learning, that support implementing text mining projects and enhancing your understanding of how to leverage AI in analyzing large text datasets.

Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Large Language Modeling, Generative AI, Embeddings, Recurrent Neural Networks (RNNs), Text Mining, Model Evaluation, Deep Learning, Feature Engineering
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LLM Application, Vector Databases, Embeddings, Text Mining, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Large Language Modeling, Generative Model Architectures, Generative AI, Hugging Face, PyTorch (Machine Learning Library), Text Mining, Natural Language Processing, Data Preprocessing
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Model Evaluation, Analytical Skills, Data Ethics, Predictive Modeling, Data Analysis, Regression Analysis, Natural Language Processing, Data Mining, Predictive Analytics, Statistical Analysis, Analytics, Data Strategy, Data Science, Social Media, Customer Analysis, Text Mining, Business Analytics, Decision Tree Learning, Supervised Learning, Cloud Computing
Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, Query Languages, Data Modeling, Development Environment, Data Manipulation, Software Installation
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Debugging, Programming Principles, Python Programming, Computer Programming, Data Structures, Computer Graphics, Visualization (Computer Graphics)
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Transfer Learning, Applied Machine Learning, Natural Language Processing, Machine Learning, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Supervised Learning, Computer Vision, Python Programming, Reinforcement Learning, Unsupervised Learning, Logistic Regression, Medical Imaging
Intermediate · Course · 1 - 3 Months

University at Buffalo
Skills you'll gain: Blockchain, Cryptography, Transaction Processing, Network Protocols, Encryption, Data Structures, Distributed Computing, FinTech, Data Integrity, Emerging Technologies, Virtual Machines, Data Validation, Algorithms, Verification And Validation
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Stored Procedure, PostgreSQL, SQL, Database Management, Database Design, Relational Databases, Query Languages, Data Manipulation, Data Import/Export, Data Integrity, Text Mining, Transaction Processing
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Business Process, Project Management, Project Planning, Data Validation, Process Mapping, Descriptive Statistics, Statistics, Customer Insights, Statistical Analysis, Stakeholder Analysis
Build toward a degree
Beginner · Course · 1 - 4 Weeks
Universidade de São Paulo
Skills you'll gain: Search Engine Marketing, Digital Marketing, Email Marketing, Google Ads, Marketing Strategies, Search Engine Optimization, Google Analytics, Online Advertising, A/B Testing, Pay Per Click Advertising, Advertising Campaigns, Web Analytics, Digital Advertising, Facebook, Campaign Management, Marketing Analytics, Return On Investment, Performance Measurement
Beginner · Course · 1 - 3 Months