Big Data/Text Mining Analysis Methods (LDA, BERTtopic, Sentiment Analysis, CONCOR with ChatGPT)

For text mining or writing a paper related to text mining
Welcome to those who have concerns! 🙌

It will be easier to understand if you take the free lectures "Basic Text Mining: App Review Analysis with Python" and "Textom Basics Lecture: SNS Recognition Analysis for Writing Big Data Papers" before taking the course .

This lecture guides you through writing papers using core techniques used in text mining/big data analysis papers, from classical models such as LDA topic modeling and KNU sentiment analysis to the latest technique, BERTopic.

This lecture is designed to help graduate students and researchers in the humanities, arts, physical education, health, and medicine fields write big data papers.

Non-majors and liberal arts students can eliminate their fear and uncertainty about writing text mining papers through this lecture !

The lecture also includes know-how on how to easily perform big data/text mining analysis using ChatGPT .

" 📖 Beginners don't need to waste hours analyzing big data papers/texts. "

"A lecture for those who want concise but deep learning"

📚 This is not a lecture that explains complex theories or lengthy, theoretical explanations.

Mathematical theory used in LDA model

🗝 This is not a lecture that provides a theoretical explanation at the level of experts, but a practical lecture that can be immediately applied by those writing papers on work or big data.

Visualization results of LDA models mainly used in papers and practice

We will also guide you on how to use the BERTopic model, which has been appearing a lot recently.

🗝 If you listen to the lecture and change only the code used, you can apply text analysis . (Code that enables data analysis by changing only the input data is provided)

📚 This lecture is a condensed version of 6 years of text analysis experience and research.

📚 We teach you the most used core techniques for beginners.

Text mining and big data are increasingly being introduced in all research fields.

Corporate practice also requires the ability to handle text data to be recognized.

We have created an efficient lecture so that anyone can easily follow the current trend of big data and text mining instead of complex and difficult coding.

• 📚 Text analysis projects and research using Python

    

  💻 This lecture will help you write a big data research paper using text mining techniques! (This is an introductory lecture for beginners.)

  🚀 We will teach you the core theories of text analysis and text analysis techniques that can be used in practice.

  🗝 We help you discover insights from large amounts of text documents.

• ✅ This course teaches big data analysis and text mining analysis techniques using Python, and covers how to extract meaningful information from data and text.

• ✅ This is a text analysis lecture for writing big data papers (the most basic lecture for recognition analysis and trend analysis).

• ✅ Learn about data collection and refinement, text data preprocessing, frequency analysis, TF-IDF analysis, word cloud, LDA, and topic modeling using sentiment analysis.

✅ We will guide you on how to do big data analysis more easily by using ChatGPT , the latest LLM.

Learn things like this 📚

You will understand how to analyze big data and text data using Python.

You will learn techniques required for data analysis, such as data preprocessing, visualization, and statistical analysis .

You can learn the data analysis skills required to write a big data paper.

You can improve your data analysis skills by learning various data and text analysis tools and techniques .

We will practice the process of collecting BigKinds data and directly extracting data to be used in papers.

We will guide you on how to make big data analysis easier by utilizing ChatGPT, an AI model that is currently trending.

I recommend this to these people 🙆‍♀️

Researchers, data scientists, and machine learning engineers working in the data field

Researchers and graduate students who want to write papers on text mining and big data

Anyone interested in big data analysis and text mining analysis technology

Join this lecture 😊

Students who are anxious about data analysis and paper writing can strengthen their skills through this course.

By learning how to extract meaningful information from data and text through lectures, students will be able to acquire high-level capabilities in the fields of big data analysis and text mining. These capabilities will greatly contribute to the enhancement of students' job competency and academic achievement.

Lecture Features ✨

Please write a course review after completing 100% of the course . We will provide Textom lectures to those who complete 100% of the course and write a review!