Access courses

Text Mining Course

Preview certificate

What will I learn?

Unlock the potential of textual data with our Text Mining Course (Bharatiya Version), tailored for Business Intelligence professionals looking to sharpen their analytical skills. Delve into text preprocessing methods such as stemming and lemmatisation, become proficient in 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 convert insights into actionable recommendations. Enhance your BI expertise with focused, top-notch, and hands-on learning.

Apoia's Advantages

Online course with lifetime access
Certificate aligned with educational standards
PDF summaries for download
24/7 online support available
Select and sequence the chapters you wish to study
Customize the course duration
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Enhance the development of the practical skills mentioned below

Extract key insights: Master identifying critical insights from textual data.

Visualise data: Learn to create impactful visualisations for text analysis.

Preprocess text: Acquire skills in cleaning and normalising textual data.

Conduct sentiment analysis: Analyse sentiments using TextBlob and VADER.

Develop topic models: Build and assess effective topic models.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.