Make Your Own Neural Network by Tariq Rashid - Urdu Bazar Edition
Description
Product Details
- Language: English
- Best Seller: Urdu Bazar
- Paper Quality: Excellent
- Format: Paperback
- Paper Type: Matt paper
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About Urdu Bazar
Urdu Bazar aims to foster intellectual growth by providing access to renowned books. Our mission focuses on creating a well-read Pakistani community by understanding customer needs and offering a rich selection of knowledge-enhancing material. We strive to be the largest online bookstore, facilitating easy buying and selling for readers, writers, and sellers alike.
Book Overview
This book offers a straightforward introduction to the mathematics behind neural networks and guides you through creating your own using the Python programming language. Neural networks are fundamental to deep learning and artificial intelligence, yet many do not grasp how they function.
Learning Journey
The guide starts with basic concepts and gradually develops your understanding of neural networks without requiring advanced mathematics. Enjoy a friendly approach, with illustrations and examples to simplify learning:
- Part 1 - Concepts: Explore the fundamental mathematical ideas that underpin neural networks.
- Part 2 - Practical Coding: Learn Python and create a neural network capable of recognizing handwritten digits, achieving results comparable to professional networks.
- Part 3 - Advanced Techniques: Enhance your neural network's performance to an impressive 98%. Test it with your handwriting, discover how it functions internally, and learn to deploy it on a Raspberry Pi.
All code examples have been verified to run successfully on a Raspberry Pi Zero, ensuring a hands-on experience for readers.