Computational Linguistics Course
What will I learn?
Open up the secrets of language with our Computational Linguistics Class, specially made for Business Intelligence people. Get deep into topic modelling with Latent Dirichlet Allocation, become a master at sentiment analysis using spaCy and NLTK, and show off text data using Seaborn and Matplotlib. Improve your skills in handling text, including breaking it down and finding the root words, and learn important ways of cleaning data. Finish off by learning how to make good reports and talk to people so you can explain what you've found clearly to the important people.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Become a topic modelling expert: Find the hidden topics in text data using LDA.
Do sentiment analysis like a pro: Figure out the feelings in text using spaCy and NLTK tools.
Show off text data: Make charts that tell a story using Seaborn and Matplotlib.
Handle text like a boss: Break down, stem, and find the root words using Python.
Explain your findings clearly: Give reports and summaries that everyone can understand to the important people.
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.