Text Mining Course
What will I learn?
Unlock the power of text data with our Text Mining Course, designed for Business Intelligence professionals seeking to enhance their analytical skills. Delve into text pre-processing techniques like stemming and lemmatisation, master topic modelling with Latent Dirichlet Allocation, and explore sentiment analysis using TextBlob and VADER. Learn to visualise data through word clouds and sentiment graphs, and transform insights into actionable recommendations. Elevate your BI expertise with concise, high-quality, and practical learning.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Extract key insights: Master identifying crucial insights from text data.
Visualise data: Learn to create impactful visualisations for text analysis.
Pre-process text: Gain skills in cleaning and normalising text data.
Conduct sentiment analysis: Analyse sentiments using TextBlob and VADER.
Develop topic models: Build and evaluate effective topic models.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.