Definition
Machine learning is a subfield of artificial intelligence that enables systems to automatically learn and improve from experience without being explicitly programmed. It involves developing algorithms that can identify patterns in data and make predictions or decisions.
Why it matters (in Poovi’s context)
A core area for many data scientists, requiring powerful hardware, particularly GPUs, for training models. The video addresses the specific laptop needs for ML practitioners like Agnes.
Key properties or components
- Algorithm development
- Model training
- Data patterns
- Prediction
- Supervised learning
- Unsupervised learning
- Deep learning
Contradictions or debates
None.