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Text Mining Courses

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.


Popular Text Mining Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Algorithms on Strings

    Skills you'll gain: Bioinformatics, Algorithms, Data Structures, Text Mining, Theoretical Computer Science, Computational Thinking, Precision Medicine, Life Sciences, Debugging

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    N

    Northeastern University

    Applied Natural Language Processing in Engineering Part 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    NLP – Embeddings & Text Preprocessing in Python

    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

  • G

    Google Cloud

    Using the Natural Language API from Google Docs

    Skills you'll gain: Google Cloud Platform, Google Workspace, Natural Language Processing, Scripting, Cloud API, Document Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Predictive Modeling, Natural Language Processing, Social Media, Text Mining, Cloud Computing, Unstructured Data, Big Data, Business Analytics, Data Science, Data Analysis, Geospatial Information and Technology, Internet Of Things, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    49 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Cloud Natural Language API: Qwik Start

    Skills you'll gain: Google Cloud Platform, Text Mining, Natural Language Processing, Cloud API, Unstructured Data, Analysis

    Beginner · Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Getting Started with Vector Search and Embeddings

    Skills you'll gain: Embeddings, Google Cloud Platform, Vector Databases, Text Mining, Applied Machine Learning, Cloud Computing

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Performing Network, Path, and Text Analyses in SAS Visual Analytics

    Skills you'll gain: SAS (Software), Network Analysis, Text Mining, Data Visualization Software, Data Analysis, Analytics, Spatial Analysis, Unstructured Data, Statistical Programming, Data Manipulation, Geospatial Mapping, Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    195 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Classification Algorithms, NumPy, Model Evaluation, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Text Generation with Cohere: Recognizing Similarities

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Embeddings, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting

    Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular text mining courses

  • Algorithms on Strings: University of California San Diego
  • Applied Natural Language Processing in Engineering Part 2: Northeastern University
  • NLP – Embeddings & Text Preprocessing in Python: Packt
  • Using the Natural Language API from Google Docs: Google Cloud
  • Natural Language Processing and Capstone Assignment: University of California, Irvine
  • Cloud Natural Language API: Qwik Start: Google Cloud
  • Product Reviews Text-based Search - OpenAI Text Embedding: Coursera
  • Getting Started with Vector Search and Embeddings: Google Cloud
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • Performing Network, Path, and Text Analyses in SAS Visual Analytics: SAS

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