4 Getting started with neural networks: Classification and regression
This chapter covers
- Your first examples of real-world machine learning workflows
- Handling classification problems over vector data
- Handling continuous regression problems over vector data
This chapter is designed to get you started using neural networks to solve real problems. You’ll consolidate the knowledge you gained from chapters 2 and 3, and you’ll apply what you’ve learned to the following three new tasks covering the three most common use cases of neural networks:
- Classifying movie reviews as positive or negative (binary classification
- Classifying news wires by topic (multiclass classification)
- Estimating the price of a house, given real estate data (scalar regression ...
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