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Introduction to Python Text Analysis - From Data Collection to Analysis

This course is for those who have learned the basic grammar of Python and will learn the core skills used in text data analysis. I hope that those who are interested in text analysis will gain more ideas through this course and use it for a long time.

(4.7) 14 reviews

316 learners

  • My Incizor
Text Mining
Web Crawling
Pandas
Anaconda

Reviews from Early Learners

What you will learn!

  • Data Crawling Using Python

  • Text data preprocessing

  • Keyword visualization using word cloud

  • News data classification using topic modeling

Python text analysis that anyone can do,
Useful from data collection to visualization and modeling!

Text mining Data Visualization Topic Modeling

# From collection to analysis

You've learned basic Python and want to try text mining, but you're feeling overwhelmed and unsure where to start? Even if you try studying from books, the content is often theoretical or extensive. However, you can achieve practical analysis without having to diligently use cutting-edge technologies like deep learning. This course focuses on fundamental and highly applicable topics, covering everything from data collection to analysis .

# Curriculum created by two field professionals

This course was developed in collaboration with two practitioners who use text analysis in their work. The lectures are also delivered in person. While there are pros and cons, this approach allowed us to develop more detailed course materials and prepare us to deliver the core of the techniques we've actually used in the field.

# Can non-majors take the course? 🙋🏽‍♀️

Of course. The material covered in this lecture isn't all that difficult once you understand it. If you're familiar with basic Python grammar, you can follow along, but you may need to bring in some math knowledge for additional explanation (e.g., logarithms, matrix multiplication).


Structure of this lecture 📚

Text data collection ✒️

  • Learn how to collect data from websites with Python.

Keyword Extraction and Word Cloud ✏️

  • Learn how to extract keywords from text and visualize them as word clouds.

Topic Modeling💡

  • Learn about topic modeling, a method for dividing documents into topics.


Provision of lecture materials

We provide you with a complete, well-organized set of materials.
Open and view only the parts you need at any time.

Recommended for
these people

Who is this course right for?

  • Anyone interested in natural language processing

  • Anyone who wants to analyze news data

  • Anyone who wants to learn practical Python skills

Need to know before starting?

  • Python Basic Grammar

  • A little bit of pandas

  • Matrix multiplication

Hello
This is

316

Learners

14

Reviews

51

Answers

4.7

Rating

1

Course

안녕하세요. 인사이저입니다. 텍스트 데이터를 분석합니다.

https://incizor.com/INTRO

Curriculum

All

30 lectures ∙ (4hr 20min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

14 reviews

4.7

14 reviews

  • kakarote50506835님의 프로필 이미지
    kakarote50506835

    Reviews 1

    Average Rating 5.0

    5

    80% enrolled

    I think this lecture is helpful not only in terms of practice but also in terms of theory, as it appropriately distributes theory and practice!

    • ppkexe7812님의 프로필 이미지
      ppkexe7812

      Reviews 1

      Average Rating 5.0

      5

      100% enrolled

      Harmony between theory and practice

      • khjhjk070400208님의 프로필 이미지
        khjhjk070400208

        Reviews 1

        Average Rating 4.0

        4

        100% enrolled

        This is a good lecture for easy introduction. However, I think you need to have basic knowledge of pandas and numpy to easily follow the practical lecture.

        • mkk4726님의 프로필 이미지
          mkk4726

          Reviews 1

          Average Rating 5.0

          5

          100% enrolled

          I'm glad you explained it so easily.

          • spsskorea2650님의 프로필 이미지
            spsskorea2650

            Reviews 1

            Average Rating 5.0

            5

            57% enrolled

            Thank you for explaining it in an easy-to-understand way with step-by-step examples. My curiosity was satisfied in one go. Thank you.

            $34.10

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