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Natural Language Processing Python Course

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What will I learn?

Unlock the potential of Natural Language Processing (NLP) using our Python course, specifically designed for Business Intelligence professionals in Pakistan. Delve into data preprocessing techniques, mastering text cleaning, tokenization, and stop word removal. Explore topic modelling using Latent Dirichlet Allocation (LDA) and enhance your insights through sentiment analysis with TextBlob and NLTK. Visualize data effectively with Seaborn and Matplotlib, and transform your findings into actionable business recommendations relevant to the Pakistani market. Enhance your BI skillset with practical, top-quality learning.

Apoia's Unique Features

Lifetime access to online courses
Certificate adhering to educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you wish to study
Customize your course schedule
Instant feedback on practical activities
Study at your convenience, without needing an internet connection

Develop skills

Strengthen the development of the practical skills listed below

Become proficient in topic modelling using Latent Dirichlet Allocation (LDA).

Clean and normalise text data for NLP applications.

Perform exploratory data analysis using Pandas.

Develop advanced data visualisations using Seaborn and Matplotlib.

Implement sentiment analysis using TextBlob and NLTK.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can change the 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 it offers practical and relevant knowledge for your professional journey.