Text Mining Course
What will I learn?
Unlock the potential of text-based information through our Text Mining Training, specifically tailored for Business Intelligence experts looking to sharpen their analysis abilities. Delve into text preparation methods such as stemming and lemmatization, become proficient in topic modeling using Latent Dirichlet Allocation, and investigate sentiment analysis using TextBlob and VADER. Acquire the skills to visualize data using word clouds and sentiment graphs, and convert findings into practical suggestions. Enhance your BI capabilities with focused, high-quality, and applicable training.
Apoia's Unique Features
Develop skills
Enhance your practical skills outlined below
Get Key Findings: Become an expert at getting important insights from text data.
Show Data Visually: Learn how to make text analysis easy to see with graphs and charts.
Clean Up Text: Get good at cleaning and organizing text data.
Check Feelings in Text: Use TextBlob and VADER to figure out how people feel about things written in the text.
Make Topic Models: Create and test topic models that work well.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change chapters and 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.