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Overview
How to make a RSS Parser in Python ?
LAB
How to build a WhatsApp chatbot with Twilio, Python and Flask
LAB
How to make a REST/Web API using Flask
LAB
How to setup Python virtual environment (Ubuntu 18.04)
LAB
Building the AI Threat Detection Model
⚙️ Model Used: Logistic Regression (Beginner-Friendly)
This model is simple and perfect for classification.
📘 Model Training Code
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LogisticRegression
X = df[['login_attempts','retries','status']]
y = df['suspicious']
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)
model = LogisticRegression()
model.fit(X_train, y_train)
