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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.
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.
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
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
What our customers are saying
Text Mining Training 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 Kenya starts from $3195
The Knowledge Academy is the Leading global training provider for Text Mining Training.
Please see our Data Science Courses courses available in Kenya
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
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