Text mining is a process whereby a computer gathers actionable information and data from large amounts of text. Text mining uses artificial intelligence to comb through emails, customer feedback, social media, and other sources to process the data that the text contains and synthesize it into useful information. The idea behind text mining is to provide you with quality results from the large amount of data that relates to your sector of business. It differs from text analysis in that text analysis provides a large amount of information, while text mining seeks to give you the most relevant data that you can use.

Why is it important to learn text mining?

Text mining allows you to put artificial intelligence to work for you by taking massive amounts of data and using a computer to find the information that you can use. You can analyze data to measure customer feedback, opinions, reviews, and other information that you can use to improve your business. Text mining can help you get an advantage over competition by harnessing data to your benefit; and in a hyper-competitive environment, any edge you can gain helps you succeed.

How does text mining affect my career?

You can help your company or business gain an advantage over the competition when you harness unstructured data into usable information, and that's what text mining can do for you. Text mining can help you take overwhelming amounts of text and sort out what's relevant and actionable. Any tool that can give you a boost over your competitors can only help you succeed and advance in your career.

How can online courses on Coursera help me learn text mining?

When you take online courses on Coursera in text mining, you'll learn the basics behind the process of text mining and how to apply it in your business sector. Courses provide you instruction from some of the most prestigious educational institutions in the world like the University of Michigan and Yonsei University. You can take the knowledge you'll gain and apply it in your area of business to extract the best information from all the data that's available to you. Courses on Coursera will prime you for success in your current workplace and anywhere else you want to go.

What are the benefits of taking an online Text Mining course?

Online Text Mining courses offer a convenient and flexible way to enhance your knowledge or learn new Text Mining skills. Choose from a wide range of Text Mining courses offered by top universities and industry leaders tailored to various skill levels.

What Text Mining courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Text Mining, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Best Text Mining Courses & Certificates [2025]

Explore the Text Mining Course Catalog

Status: Free Trial
University of Michigan
Applied Text Mining in Python
Skills you'll gain: Text Mining, Natural Language Processing, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Processing, Feature Engineering, Data Manipulation, Data Cleansing, Python Programming, Unsupervised Learning, Supervised Learning
4.2
Rating, 4.2 out of 5 stars
3.8K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Illinois Urbana-Champaign
Text Mining and Analytics
Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Analytics, Data Analysis, Unsupervised Learning, Probability & Statistics, Regression Analysis, Predictive Modeling, Supervised Learning, Machine Learning Algorithms
4.5
Rating, 4.5 out of 5 stars
735 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Data Mining
Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Tableau Software, Plot (Graphics), Natural Language Processing, Scatter Plots, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Anomaly Detection, Analytics
4.5
Rating, 4.5 out of 5 stars
2.9K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
O.P. Jindal Global University
Text Mining for Marketing
Skills you'll gain: Text Mining, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Marketing, Brand Management, Natural Language Processing, Predictive Analytics, Machine Learning, Data Quality
Beginner · Course · 1 - 3 Months
Status: Free Trial
Status: AI skills
IBM
IBM Data Science
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Dashboard, Data Visualization Software, Data Visualization, SQL, Unsupervised Learning, Plotly, Interactive Data Visualization, Data Transformation, Supervised Learning, Jupyter, Data Analysis, Data Cleansing, Data Manipulation, Data Literacy, Data Mining, Matplotlib, Generative AI, Professional Networking
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
146K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Preview
Yonsei University
Hands-on Text Mining and Analytics
Skills you'll gain: Text Mining, Natural Language Processing, Data Cleansing, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning
3.9
Rating, 3.9 out of 5 stars
40 reviews
Intermediate · Course · 1 - 3 Months

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Status: Free Trial
Vanderbilt University
ChatGPT Advanced Data Analysis
Skills you'll gain: Prompt Engineering, Data Presentation, ChatGPT, Document Management, Artificial Intelligence, Microsoft Excel, Problem Solving, Data Analysis, Generative AI, Information Management, File Management, Creativity, Automation
4.8
Rating, 4.8 out of 5 stars
857 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Text Retrieval and Search Engines
Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Big Data, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods, Probability & Statistics
4.5
Rating, 4.5 out of 5 stars
960 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Data Mining Methods
Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Supervised Learning, Big Data, Unstructured Data, Data Science, Machine Learning Algorithms, Exploratory Data Analysis, Classification And Regression Tree (CART), Data Analysis, Analysis, Statistical Analysis, Machine Learning, Algorithms, Time Series Analysis and Forecasting, Bayesian Statistics, Artificial Neural Networks
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
64 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
University of Pittsburgh
Data Visualization: Fundamentals to Interactive Storytelling
Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Datamaps, Data Visualization, Tableau Software, Spatial Analysis, Network Model, Dashboard, Matplotlib, Heat Maps, Seaborn, Data Ethics, Text Mining, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
Build toward a degree
Intermediate · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Edureka
Mastering NLP: Tokenization, Sentiment Analysis & Neural MT
Skills you'll gain: Natural Language Processing, Large Language Modeling, Data Ethics, Text Mining, PyTorch (Machine Learning Library), Applied Machine Learning, Artificial Neural Networks, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Data Processing, Artificial Intelligence, Time Series Analysis and Forecasting, Machine Learning, Data Analysis, Unstructured Data, Data Cleansing, Unified Modeling Language, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
IBM
Generative AI: Introduction and Applications
Skills you'll gain: Generative AI, ChatGPT, OpenAI, Prompt Engineering, Large Language Modeling, Artificial Intelligence, Program Development, Content Creation, Image Analysis, Virtual Environment
4.7
Rating, 4.7 out of 5 stars
3.1K reviews
Beginner · Course · 1 - 4 Weeks