Text Mining Course
What will I learn?
Unlok di powa weh text data have wid wi Text Minin' Course, weh design fi Business Intelligence piple dem weh a look fi mek dem analytical skill betta. Dive een goh learn bout text pre-processin' tekniik dem like stemmin' an' lemmatization, master topic modelin' wid Latent Dirichlet Allocation, an' explore sentiment analysis yuh using TextBlob an' VADER. Learn fi visualize data through word cloud an' sentiment graph, an' change insights intuh actionable recommendation dem. Elevate yuh BI expertise wid concise, high-quality, an' practical learnin'.
Apoia's Unique Offerings
Develop skills
Enhance the development of the practical skills listed below
Extract key insight: Master how fi identify di main insight dem fram text data.
Visualize data: Learn how fi create visualization weh lickle bit impactful fi text analysis.
Preprocess text: Get di skill dem fi clean an' normalize text data.
Conduct sentiment analysis: Analyze sentiment yuh using TextBlob an' VADER.
Develop topic models: Build an' evaluate topic model dem weh effective.
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'll 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.