Training Course in Data Mining and Analysis Using Leximancer
The Data Mining and Analysis using Leximancer Training Course provides a practical introduction to data mining and text analysis.
It puts a special focus on using the Leximancer software to extract meaning from unstructured textual data.
Course Overview
| Course Title | Training Course in Data Mining and Analysis Using Leximancer |
| Organization | Tech For Development (T4D) |
| Venue | Tech For Development (T4D) Training Center along Tala Road, Runda, Nairobi |
| Duration | 5 Days |
| Target Industries |
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| Target Job Roles |
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| Course Fees (Face-to-Face) | USD 1100/KES 75,000 (Exclusive of VAT) |
| Course Fees (Virtual) | USD 500/KES 55,000 (Exclusive of VAT) |
| Training Modes | Virtual and face-to-face training |
| Payment | Payment should be made to the Tech For Development (T4D) bank account on or before the start of the course |
| Accreditation | Tech For Development Certificate of Course Completion |
The Data Mining and Analysis using Leximancer Training Course provides a practical introduction to data mining and text analysis.
It puts a special focus on using the Leximancer software to extract meaning from unstructured textual data.
Participants will learn how to:
- Preprocess text data
- Perform thematic and sentiment analysis
- Build concept maps
- Use advanced Leximancer features to uncover patterns, relationships, and trends hidden in large text corpora.
The course aims to enable analysts, researchers, and professionals (from marketing, social science, business intelligence, communications, and others) to transform unstructured text into actionable insights and drive data-driven decision-making.
Duration
5 days
What are the Key Skills from This Course?
- Text data preprocessing & cleaning
- Concept-map creation & semantic mapping
- Thematic analysis/pattern & trend detection
- Sentiment and content-based analysis
- Interpretation and visualization of complex data
- Applying data mining to real-world research or business questions
Who Should Attend This Course?
- Data analysts and researchers
- Market researchers and marketing professionals
- Social scientists and academic researchers
- Business intelligence professionals
- Professionals in communications and public relations
Course Objectives
By the end of this training course, participants will be able to:
- Understand the fundamentals of data mining and text analysis and their importance in extracting insights from unstructured text data.
- Discover how to preprocess text data effectively for analysis using Leximancer software.
- Develop the skills to create concept maps and visualize complex relationships within text data using Leximancer.
- Gain proficiency in performing sentiment analysis and identifying key patterns and trends within text data.
- Explore advanced features of Leximancer for in-depth text analysis and interpretation.
- Apply data mining techniques to real-world case studies and hands-on projects to enhance practical skills in text analysis.
- Make data-driven decisions and drive actionable insights through text mining and analysis using Leximancer.
Course Requirements
• Proficiency in English
• Basic computer literacy
• Familiarity with data analysis
Training Approaches
• Interactive lectures
• Live demonstrations
• Hands-on exercises
• Group discussions
• Real-world case studies
• Knowledge checks and quizzes
• Collaborative group work
Course Modules
Course Outline
Module I: Introduction to Data Mining and Text Analytics
- Overview of data mining concepts and techniques
- Introduction to text analytics and its applications
- Understanding the role of Leximancer in data mining
- Data preprocessing and cleaning techniques
- Case Study: Analyzing customer feedback to identify key themes and sentiment trends
Module II: Getting Started with Leximancer
- Introduction to the Leximancer interface and features
- Importing and managing data in Leximancer
- Basic analysis and interpretation of results
- Customizing analysis settings and parameters
- Hands-on Exercise: Conducting a thematic analysis of social media data for brand monitoring
Module III: Advanced Leximancer Techniques
- Advanced text mining and analysis techniques
- Exploring concept maps and their interpretation
- Utilizing Leximancer for comparative analysis
- Integrating Leximancer with other data analysis tools
- Hands-on Exercise: Analyzing academic research papers to identify emerging research trends
Module IV: Visualizing Data with Leximancer
- Creating and customizing concept maps and visual outputs
- Techniques for effective data visualization
- Interpreting visual data representations in Leximancer
- Communicating insights through visual reports
- Case Study: Visualizing survey data to understand public opinion on policy issues
Module V: Applying Leximancer to Real-World Projects
- Developing a data mining project from start to finish
- Best practices for data analysis and reporting
- Addressing challenges and limitations in Leximancer
- Presenting findings to stakeholders
- Case Study: Conducting a comprehensive analysis of industry reports to guide strategic planning
Course Administration
This instructor-led training course is delivered using a blended learning approach comprising presentations, guided practical sessions, web-based tutorials, and group work.
Accreditation
Participants will receive a Tech For Development Certificate of Course Completion.
Training Venue
Held at the Tech For Development Training Centre.
Accommodation & Airport Transfer
Arranged upon request.
Email: letstalk@techfordevelopment.com
Phone: (+254) 790 824 179
Tailor-Made
Customised training available.
Payment
Send proof of payment to letstalk@techfordevelopment.com.
