Case-based Approach To... | Applied Deep Learning: A

and Mathematicians looking for fundamental properties and a "from-scratch" understanding.

The book focuses on helping practitioners and students understand the "inner workings" of neural networks through a series of case studies: Applied Deep Learning: A Case-Based Approach to...

By building models from scratch (NumPy), you learn to appreciate the efficiency of modern frameworks like TensorFlow. and Mathematicians looking for fundamental properties and a

Encourages learning by doing, including implementing logistic regression from scratch using NumPy before moving to libraries like TensorFlow . Applied Deep Learning: A Case-Based Approach to...