Spam vs Ham Detection | Full ML Project in Python

📧 Can you detect whether an email is spam or not using machine learning?
In this project video, we walk through a Spam Mail Prediction system using Python, NLP, and Machine Learning techniques.

✅ What You’ll Learn:
Loading and exploring the dataset

Text preprocessing and cleaning using NLP

Converting text into numerical form using TF-IDF

Building a spam classifier with algorithms like Naive Bayes

Model training, testing, and evaluation

Making predictions on new messages

📌 Technologies Used:

Python

Pandas, NumPy

Scikit-learn

NLTK / spaCy

TF-IDF Vectorizer

Naive Bayes / Logistic Regression

👩‍💻 Perfect For:
Beginners to intermediate learners in machine learning, data science, and natural language processing (NLP).

📥 Resources:

Source code: https://colab.research.google.com/drive/1Ehlh_xTUntXXzjgprPJH7JpOEQas4DYL?usp=sharing
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Видео Spam vs Ham Detection | Full ML Project in Python канала Abhishek Mishra