Spam Classifier in Python | Part 1 – Setup & Dataset (Beginner Friendly ML Project)
Hey everyone! Welcome to LernoSync 💡
In this video, we’re starting a complete Machine Learning project from scratch — building a Spam Email Classifier using basic Python and simple logic.
👉 In this Part 1, you will learn:
• How to set up your project in VS Code
• How to download the dataset from Kaggle
• How to extract and organize files
• How to load data using pandas
• Understanding the project structure
This series is designed for beginners, so don’t worry if you're new to Machine Learning — we’ll go step by step!
📌 Project Series:
Part 1 – Setup & Dataset (this video)
Part 2 – Data Preprocessing
Part 3 – Model Training (Naive Bayes)
Part 4 – Prediction & Final Output
📂 Dataset Used:
SMS Spam Collection Dataset
Download: https://www.kaggle.com/datasets/uciml...
💻 Tools Used:
Python
Pandas
VS Code
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