What is Machine Learning?
Machine learning covers the algorithms and workflows that turn data into predictive systems — from regression and trees to neural networks and modern MLOps.
Why it matters in 2026
Machine Learning is reshaping industries. These are the fastest-growing applications:
- Recommendations
- Forecasting
- Churn prediction
- Anomaly detection
- Pricing
Skills you need
Employers hire for a well-defined skill stack:
- Python
- scikit-learn
- Feature engineering
- Model evaluation
- MLOps
How to get started
A pragmatic path to your first Machine Learning role:
- Linear algebra
- Probability
- Statistics
- Supervised
- Unsupervised
- Model selection
FAQs
ML vs AI?
AI is the goal (machines that act intelligently); ML is the dominant technique used to achieve it.
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