Text Data Cleaning and Pre - processing Techniques

[dkmdkm]

Free Download Text Data Cleaning and Pre-processing Techniques
Mohamed Echout | Duration: 0:38 h | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 107 MB | Language: English
Master the art of cleaning and pre-processing text data! This course will teach you the essential techniques to refine text for NLP projects.
What you'll learn|| Cleaning and pre-processing text data is often the first and most crucial step in NLP. In this course, Text Data Cleaning and Pre-processing Techniques, you'll gain the ability to transform raw text into a clean, structured format ready for analysis.
First, you'll explore the fundamental characteristics of textual data and learn to identify common issues such as noise and missing data.

Next, you'll discover techniques for cleaning and handling missing data, along with basic noise removal strategies.
Finally, you'll learn how to utilize advanced text pre-processing techniques, including text normalization, tokenization, and handling special characters and emojis.
When you're finished with this course, you'll have the skills and knowledge of text data pre-processing needed to enhance the quality and reliability of your NLP models.
Homepage

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

Recommend Download Link Hight Speed | Please Say Thanks Keep Topic Live

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

No Password - Links are Interchangeable

 

[0dayddl]

​

Download Free Download : Text Data Cleaning and Pre-processing Techniques
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:101.03 MB
​

Files Included :

Spoiler

01 Course Overview.mp4 (3.91 MB)
MP4
01 Introduction to Textual Data Characteristics and Structure.mp4 (6.65 MB)
MP4
02 Importance of Data Cleaning in Text Analysis.mp4 (2.45 MB)
MP4
03 Ethical Considerations in Text Data Analysis.mp4 (9.81 MB)
MP4
04 Recognizing Common Challenges in Text Data.mp4 (4.27 MB)
MP4
05 Techniques for Handling Missing Data in Text Datasets.mp4 (2.25 MB)
MP4
06 Basic Noise Removal Techniques.mp4 (5.97 MB)
MP4
07 Demo- Analyzing Text Dataset.mp4 (15.32 MB)
MP4
01 Overview of Text Normalization and Its Importance.mp4 (4.31 MB)
MP4
02 Implementing Stemming and Lemmatization.mp4 (10.9 MB)
MP4
03 Exploring Various Tokenization Techniques.mp4 (5.38 MB)
MP4
04 Advanced Handling of Special Characters.mp4 (8.07 MB)
MP4
05 Practical Application of Normalization and Tokenization.mp4 (11.72 MB)
MP4
06 Balance between Preserving Information and Removing.mp4 (7.78 MB)
MP4
07 Summary.mp4 (2.22 MB)
MP4

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

Bitte Anmelden oder Registrieren um Code Inhalt zu sehen!

Free search engine download: Text Data Cleaning and Pre-processing Techniques