Text Mining Training | Text Extract Course

Name: Text Mining Training
Brand: The Knowledge Academy
Rating: 4.9 (38503 reviews)

Text Mining Training Overview

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 are Core Text Mining Operations?
Text Mining Query Languages

Module 3: Text Mining Pre-Processing Techniques

Task-Oriented Approaches

Module 4: Categorisation

Text Categorisation Applications
Document Representation
Knowledge Engineering to TC
Using Unlabelled 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: Visualisation Approaches

Architectural Considerations
Text Mining Visualisation Approaches
Visualisation 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

Who should attend this Text Mining Training Course?

This Text Mining Training Course 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 training:

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 course, delegates 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, 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 course offers a comprehensive understanding of text mining operations and preprocessing techniques. Delegates will delve into the intricacies of text categorisation, explore significant algorithms, leverage unlabelled 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 utilise key algorithms for efficient text categorisation
To evaluate and enhance text classifiers using unlabelled 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 these courses, 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.

What’s included in this Text Mining Training?

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

Why choose us

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Text Mining Training. 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.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Learn More

Unlock your potential with The Knowledge Academy's Text Mining Training, 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.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Text Mining Training. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Text Mining Training sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Learn more in our FAQs

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

Tailored learning experience

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

Maximise your training budget

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

Team building opportunity

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

Monitor employees progress

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

Learn more in our FAQs

What our customers are saying

Text Mining Training FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

There are no prerequisites for attending this course.

Who should attend 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

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 2 days.

How long until I receive the course confirmation details?

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

What is the cost/training fees for Text Mining Training in the United Kingdom?

The training fees for Text Mining Trainingin the United Kingdom starts from £2495

Which is the best training institute/provider of Text Mining Training in the United Kingdom?

The Knowledge Academy is the Leading global training provider for Text Mining Training.

What are the best Data Science Courses courses in the United Kingdom?

Please see our Data Science Courses courses available in the United Kingdom

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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

Text Mining Training in United Kingdom

Leeds

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