Classify Spam Emails with Natural Language Processing (NLP): A Python Coding Tutorial
This video shows you how to classify spam emails using Natural Language Processing (NLP) techniques. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/scienc...
0:00 Introduction
0:27 Setting Up the Project Environment
0:56 Google Colab Tutorial
1:22 Importing Libraries
1:52 Load Data into Pandas DataFrame
2:17 Preprocessing
2:18 Tokenize a Test Message
6:26 Find Most Common Tokens in Non-Spam Emails
7:05 FInd Most Common Tokens in Spam Emails
8:10 Decide Which Tokens to Count
11:10 Split to Train and Test
13:10 Convert Text Data into Numerical Data
14:27 Train and Evaluate Model
15:31 How to Improve Your Model
15:43 Outro
Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents, students, and teachers! Visit us at https://www.sciencebuddies.org/?ytid=... to learn more.
#STEM #sciencebuddies
*******************************
Connect with Science Buddies:
X: https://x.com/ScienceBuddies
FACEBOOK: / sciencebuddies
INSTAGRAM: / scibuddy
PINTEREST: / sciencebuddies
En esta página del sitio puede ver el video en línea Classify Spam Emails with Natural Language Processing (NLP): A Python Coding Tutorial de Duración hora minuto segunda en buena calidad , que subió el usuario Science Buddies 13 marzo 2025, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 3,057 veces y le gustó 14 a los espectadores. Disfruta viendo!
