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Natural Language Processing Python Course

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What will I learn?

I-unlock ang kapangyarihan ng Natural Language Processing gamit ang aming Python course na ginawa para sa mga Business Intelligence professional. Sumisid sa data preprocessing, pag-master ng text cleaning, tokenization, at paghawak ng stop words. I-explore ang topic modeling gamit ang Latent Dirichlet Allocation, at pagandahin ang iyong mga insight gamit ang sentiment analysis gamit ang TextBlob at NLTK. I-visualize ang data gamit ang Seaborn at Matplotlib, at gawing actionable business recommendations ang mga findings. I-angat ang iyong mga BI skills gamit ang practical at de-kalidad na pag-aaral.

Apoia's Unique Features

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

Develop skills

Strengthen your practical skills in the areas listed below.

I-master ang topic modeling gamit ang Latent Dirichlet Allocation (LDA).

Linisin at i-normalize ang text data para sa mga NLP application.

Magsagawa ng exploratory data analysis gamit ang Pandas.

Lumikha ng mga advanced visualization gamit ang Seaborn at Matplotlib.

Ipatupad ang sentiment analysis gamit ang TextBlob at NLTK.

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.