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

Show moredowndown

Who should attend this Text Mining Training Course?

This Text Mining Training Course in Nashville 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 Nashville, 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 Nashville, 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 Nashville 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 Nashville, 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.

Show moredowndown

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 Nashville 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.

Nashville is the capital of the state of Tennessee. It is the second largest city in the state after Memphis. Nashville has an estimated population of around 660,000 people. It is known as a centre of the country music industry which has earned it the nickname of “Music City”. Education in the USA is provided by both public and private schools, and is mandatory until the age of 16.  Pupils conducting their schooling within the USA start off at preschool, followed by elementary school, then middle school, before finishing at high school.  At age 18, US citizens are able to engage in higher education.  Higher education in the USA normally comes in the form of a college, undergraduate school, or a community college – that latter of which doesn’t normally cost anything to attend.  Candidates participating in a course at a college will gain credits towards a bachelor’s degree, whilst candidates participating a course at a community college will be earning credits in order to achieve an associate’s degree. Metropolitan Nashville Public Schools run the school district of Nashville. There are 82,000 pupils attending 155 schools. There are many universities and colleges in the city of Nashville and the surrounding metropolitan area. The university with the largest enrolment is the Vanderbilt University with 12,000 pupils. It is ranked 216th in the world university rankings. One notable alumni from the Vanderbilt University is Al Gore, the former US Vice President. At The Knowledge Academy we offer over 50,000 classroom based training courses in the United States, including popular locations such as Nashville.

Show moredown

Address

TN, Nashville - Burton Hills 

40 Burton Hills Bvld 

Suite 200

Nashville

Tennessee 

37215

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 Nashville. 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 Nashville, 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.

tailored_learning_experience

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

budget

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

team_building

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

monitor_progress

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Text Mining Training in Nashville FAQs

Please arrive at the venue at 8:45am.
There are no prerequisites for attending this course.
Anyone wishes to develop their knowledge and skill-set can attend this course. This course is well-suited for: Data Scientists and Analysts, UX Researchers, Machine Learning Engineers
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The training fees for Text Mining Trainingin Nashville starts from $3195
The Knowledge Academy is the Leading global training provider for Text Mining Training.
Show more down

Why choose us

icon

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

icon

Many delivery methods

Flexible delivery methods are available depending on your learning style.

icon

High quality resources

Resources are included for a comprehensive learning experience.

barclays Logo
deloitte Logo
Thames Water Logo

"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

santander logo
bmw Logo
Google Logo

Looking for more information on Data Science Courses?

backBack to course information

Get a custom course package

We may not have any package deals available including this course. If you enquire or give us a call on +1 7204454674 and speak to our training experts, we should be able to help you with your requirements.

cross

BIGGEST
Christmas SALE!

red-starWHO WILL BE FUNDING THE COURSE?

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.