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Building Your First Machine Learning Project
19 June 2026 8 min read
Pick a problem
Start small: predict house prices, classify spam, or recommend movies.
The workflow
- Get the data
- Clean and explore it
- Train a baseline model
- Evaluate honestly
- Iterate
from sklearn.linear_model import LinearRegression
model = LinearRegression()
model.fit(X_train, y_train)
Ship it
Deploy with a simple API so others can use your model. Done is better than perfect.