Adsurgo

Business Analytics, Strategic Planning

Menu
  • Home
  • Who We Are
    • About Us
    • What We Do
      • Enterprise Consulting
      • Training, Project Consulting, and Products
      • Professional Staffing Solutions
      • Close
    • Leadership Team
    • News & Media
      • Webinars
      • Video Library
      • Close
    • Close
  • Expertise & Impact
    • Commercial
      • Computer/IT
      • Energy
      • Financial Services and Insurance
    • Biopharma and Healthcare
      • Biotechnology and Biopharmaceuticals
      • Hospitals
      • Medical Devices
    • Government
      • Department of Defense
      • Department of Homeland Security
      • Foreign
      • Other Federal Government
    • Close
  • Capabilities
    • Applied Statistics
    • Data Visualization
    • Design of Experiments
    • Operations Research
    • Measurement Systems Analysis
    • Quality by Design
    • Reliability and Survivability
    • Strategic Planning
    • Text Mining
    • Time Series and Forecasting
    • Process Validation
    • Close
  • Products
  • Clients
  • Careers
  • Contact

Introduction to Text Mining and Unstructured Data Analysis Methods

Data-SolutionW-AnalystsDate: December 20, 2019
Time: 2:00-3:00 PM Eastern
Instructor: James Wisnowski, Adsurgo
Registration: Sign up at below and WebEx link will be provided
Cost: complimentary

It is estimated that approximately 80% of data in organizations is unstructured, such as text. We will provide an overview of some methods that are easily implemented to find previously unknown relationships from a collection of unstructured data. Text from e-mail, survey comments, incident reports, free form data fields, websites, research reports, blogs, and social media can quickly be analyzed to discover themes, sentiments, word relationships, and natural groups of documents. We will show how to combine unstructured text data with the usual row by column structure to boost predictive modeling capabilities. Demonstrations will use various software package to include an open source solution in R.

Webinar Goals

  • Understand where text mining can be applied.
  • Know what text mining and natural language processing are and how they differ from data mining and predictive analytics.
  • Appreciate the application of data mining techniques such as decision trees, cluster analysis, and logistic regression to translate intermediate text mining data to decision quality results.
  • Understand the role of enabling technologies in the evolution of text mining methodologies.
  • Understand how to extract topics and themes using Latent Dirichlet Allocation
  • Appreciate the role of Latent Semantic Analysis using Singular Value Decomposition.
  • Understand how to use a standard text mining software product.

Outline

Introduction to Text Mining

  • What is it?
  • How does it compare to Data Mining and Text Analytics?
  • Earliest forms of Text Mining
  • Enabling Technologies
  • Areas of Text Analytics
  • Start-to-finish example for service quality (demonstration only)

Review of Data Mining Techniques

  • Data Exploration
  • Regression
  • Logistic Regression
  • CART
  • Neural networks
  • Cluster Analysis

An Application of Text Mining (start-to-finish, with specifics and student participation)

Text Mining

  • String Process
  • Natural Language Processing
  • Statistical Approaches
  • Unsupervised learning methods

Applications of Text Mining

  • SAS Text Miner
  • Statistica
  • R with JMP

Sign Up for the Introduction to Text Mining and  Unstructured Data Analysis Methods Webinar

(720) 536-0851

News

Adsurgo Presentations Recognized as the Top 2 at JMP Discovery!

Data Visualization by Adsurgo at American Society for Quality/ASA

Adsurgo develops tool for FMC Technologies to analyze text data

Read More News

Video Library

Adsurgo 2018 presentation on Acceptance Sampling and Quality Control

Statistical Analysis of Biosimilars

Text Mining for Compliance Documents

Using Text Analytics for FDA Medical Device Inspection Reports

Adsurgo Presentation at JMP Discovery: Text Analytics

Sign Up for Free Webinars

Introduction to Text Mining and Unstructured Data Analysis Methods

Date: December 20, 2019 Time: 2:00-3:00 PM

Data Storytelling and Visualization Best Practices

    Date: December 19, 2019 Time: 1:00-2:00 PM

Adsurgo-Missing-Puzzle-Piece-sq
Adsurgo…your missing piece
  • Home
  • Capabilities
  • Contact

Adsurgo LLC
3700 Quebec St. Unit 100, Suite 258 Denver, CO 80207-1639
Ph: (720) 536-0851 Fax: (720) 536-0852
· Copyright © 2010–2019 ·