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Text Mining Course

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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. Dive into text pre-processing techniques like stemming and lemmatization, master topic modelling with Latent Dirichlet Allocation, and explore sentiment analysis using TextBlob and VADER. Learn to visualize 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 Unique Features

Online and lifetime access to courses
Certificate compliant with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you want to study
Set your course workload
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Extract key insights: Master identifying crucial insights from text data.

Visualize data: Learn to create impactful visualizations for text analysis.

Pre-process text: Gain skills in cleaning and normalizing text data.

Conduct sentiment analysis: Analyze 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 change 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.