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Natural Language Processing Python Course

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What will I learn?

Fungua uwezo wa Uchakataji wa Lugha za Kibinadamu (Natural Language Processing) kupitia mafunzo yetu ya Python yaliyoundwa mahususi kwa wataalamu wa Ujasusi wa Biashara (Business Intelligence). Ingia ndani kabisa katika uchakataji awali wa data, ukifahamu kikamilifu usafishaji wa maandishi, utengaji wa tokeni (tokenization), na kushughulikia maneno ya kawaida (stop words). Gundua uundaji wa modeli za mada (topic modeling) kwa kutumia Ugawaji Fiche wa Dirichlet (Latent Dirichlet Allocation), na uboreshe maarifa yako kwa uchambuzi wa hisia (sentiment analysis) kwa kutumia TextBlob na NLTK. Taswira data kwa kutumia Seaborn na Matplotlib, na ugeuze matokeo kuwa mapendekezo ya biashara yanayoweza kutekelezwa. Imarisha ujuzi wako wa BI kwa kujifunza kivitendo na kwa ubora wa hali ya juu.

Apoia's Unique Features

Flexible and lifetime access to courses
Certificate meeting educational standards
Printable PDF summaries
Online support available at any time
Select and organize the chapters you wish to study
Customize your course workload
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Enhance the practical skills outlined below

Kuwa mahiri katika uundaji wa modeli za mada kwa kutumia Ugawaji Fiche wa Dirichlet (LDA).

Safisha na urekebishe data ya maandishi kwa matumizi ya NLP.

Fanya uchambuzi wa kina wa data kwa kutumia Pandas.

Unda taswira za hali ya juu kwa kutumia Seaborn na Matplotlib.

Tekeleza uchambuzi wa hisia kwa kutumia TextBlob na NLTK.

Suggested summary

Workload: between 4 and 360 hours

Before beginning, you can adjust chapters and the workload.

  • Choose which chapter to start with
  • Add or remove chapters
  • Adjust 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 program, but offers practical and relevant knowledge for your professional journey.