Course information

Text Mining Training Course Outline

Module 1: Introduction to Text Mining

  • What is Text Mining?
  • Text Mining Systems Architecture

Module 2: Core Text Mining Operations

  • What is Core Text Mining Operations?
  • Text Mining Query Languages

Module 3: Text Mining Pre-Processing Techniques

  • Task-Oriented Approaches

Module 4: Categorization

  • Text Categorization Applications
  • Document Representation
  • Knowledge Engineering to TC
  • Using Unlabeled Data
  • Evaluating Text Classifiers

Module 5: Introduction to Clustering

  • Partitioning of Networks
  • Clustering Tasks in Text Analysis
  • Clustering Algorithms
  • Clustering of Textual Data

Module 6: Information Extraction (IE)

  • Define Information Extraction
  • IE Systems Architecture
  • Anaphora Resolution
  • IE Inductive Algorithms
  • Structural Information Extraction (IE)

Module 7: Probabilistic Models for IE

  • Hidden Markov Models
  • Stochastic Context-Free Grammar
  • Maximal Entropy Modelling
  • Conditional Random Fields

Module 8: Pre-Processing Applications

  • HMM to Textual Analysis Applications
  • Using MEMM for IE
  • Applications of CRFs to Textual Analysis MEMM for IE
  • Using SCFG Rules
  • Bootstrapping

Module 9: Presentation-Layer Considerations

  • Browsing
  • Accessing Constraints and Simple Specification Filters at the Presentation Layer
  • Accessing the Underlying Query Language

Module 10: Visualization Approaches

  • Architectural Considerations
  • Text Mining Visualization Approaches
  • Visualization Techniques in Link Analysis

Module 11: Introduction to Link Analysis

  • Automatic Layout of Networks
  • Paths and Cycles in Graphs
  • Centrality
  • Partitioning of Networks
  • Networks Pattern Matching

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Who should attend this Text Mining Training Course?

This Text Mining Training Course in Detroit is suitable for a wide range of professionals and individuals who want to gain expertise extracting information, sentiment, or patterns from unstructured text-based data. The following professionals can benefit from this course:

  • Data Scientists
  • Software Engineers
  • Data Analysts
  • Digital Marketers
  • Product Managers
  • Business Intelligence Analysts
  • NLP Engineers

Prerequisites of the Text Mining Training Course

There are no formal prerequisites for attending this Text Mining Course.

Text Mining Training Course Overview

Text mining is a knowledge-intensive process that is a pivotal skill in today's information-driven world. It involves interacting with text-based document collections using powerful analysis tools to uncover valuable insights and patterns within vast data sources, be it reports, articles, or social media data. In this Data Science Course in Detroit, participants embark on a journey to master text mining, a crucial skill set for professionals navigating the sea of textual information.

Understanding text mining is vital for professionals in various domains in Detroit, including data analysts, market researchers, content creators, and information scientists. As digital content continues to explode, the ability to extract meaningful information from text sources becomes a competitive advantage.

The 2-day Data Science Training in Detroit offers a comprehensive understanding of text mining operations and preprocessing techniques. Delegates will delve into the intricacies of text categorization, explore significant algorithms, leverage unlabeled data effectively, and evaluate text classifiers for improved accuracy. The training enhances their ability to fine-tune text mining processes through constraints and specification filters

Course Objectives:

  • To grasp the fundamentals of text mining and preprocessing techniques
  • To utilize key algorithms for efficient text categorization
  • To evaluate and enhance text classifiers using unlabeled data
  • To gain expertise in clustering and Information Extraction (IE)
  • To explore techniques for constraint handling and specification filtering
  • To master the application of hidden Markov models and maximal entropy Markov models for Information Extraction

Upon completing this course in Detroit, delegates will possess a comprehensive skill set in text mining, enabling them to efficiently extract valuable insights from textual data, automate processes, and enhance decision-making in their respective professional domains.

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What’s included in this Text Mining Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Text Mining Certificate
  • Digital Delegate Pack

Why choose us

Our Detroit venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Detroit is the largest city in the state of Michigan, United States. It is located on the United States-Canada border and has a population of around 680,000 people. Denver’s growth is mostly to be credited to the expansion of the automobile industry as they supplied a lot of automotive support for the Allied powers during World War II. Detroit Public Schools govern 66,000 students and it is the largest district in Michigan. Detroit also has a population of charter school students at a rate of about 56,000 pupils. There are many private schools in Detroit including 110 Roman Catholic grade schools which are operated by the Archdiocese of Detroit. Detroit is home to many further education establishments including Wayne State University, University of Detroit Mercy, University of Detroit Mercy School of Law and Sacred Heart Major Seminary. Wayne State University is a national research university which focuses on medical and law majors but offers hundreds of other different academic programs. The University of Detroit Mercy is a Roman Catholic co-educational facility which is affiliated with Sisters of Mercy and Society of Jesus. It provides a wide variety of different academic degrees in a range of different subjects including dentistry, law, architecture and nursing. Sacred Heart Major Seminary is affiliated with the Pontifical University of Saint Thomas Aquinas, Angelicum in Rome. It was founded in 1919 and provides students with pontifical degrees and civil graduate or undergraduate degrees. Students are welcome to be clerical or lay. The University of Michigan was originally established in Detroit in 1817 but was then moved to Ann Arbor in 1837. Other further education facilities include the College for Creative Studies, Lewis College of Business and Marygrove College. The Michigan State University College of Osteopathic Medicine based in East Lansing also has a satellite campus based in the Detroit Medical Center. 

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Address

Detroit, Michigan

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Text Mining Training in Detroit. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Text Mining Training in Detroit, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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What our customers are saying

Text Mining Training in Detroit FAQs

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The training fees for certification in Detroit starts from $3195
The Knowledge Academy is the Leading global training provider for .
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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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