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About Build Your Own Neural Networks: Step-By-Step Explanation For Beginners
Build Your Own Neural Step-By-Step Explanation For BeginnersAre you curious about how neural networks work and want to build your own from scratch? and “Build Your Own Neural Networks and ” is the perfect guide for beginners looking to dive into the fascinating world of artificial intelligence.What’s Inside?This book takes you on a journey from the basics to advanced topics, making complex concepts easy to understand with clear explanations and practical examples.Introduction to Neural Networks: Learn what neural networks are, how they work, and explore their real-world applications and challenges.Setup and Installation: Get step-by-step instructions on setting up your programming environment, including using Jupyter Notebooks and Python basics.Numpy for Neural Networks: Master the essential Numpy library for handling data and performing array operations critical for neural network building.Building Blocks of Neural Networks: Understand neurons, activation functions, forward and backpropagation, and how to train a neural network.Designing Your First Neural Network: Design, train, and evaluate your first neural network with hands-on guidance.Advanced Neural Network Design: Explore advanced topics like regularization, dropout, and hyperparameter tuning to optimize your models.Convolutional Neural Networks (CNNs): Dive into CNNs for image processing with detailed explanations of convolutional, pooling, and fully connected layers.Recurrent Neural Networks (RNNs): Learn about RNNs and LSTMs for sequence data and time-series analysis.Deploying a Neural Network Model: Discover how to save, load, and deploy your models effectively in real-world applications.Keeping Up With Neural Network Trends: Stay updated with the latest research, resources, and ethical considerations in AI.Who This Book Is ForThis book is for anyone with a keen interest in neural networks, whether you’re a student, professional, or hobbyist. No prior experience in AI or neural networks is required.Why You’ll Love This BookEasy to Understand: Written in simple, friendly language with a focus on clarity and practical learning.Step-by-Step Guidance: Each chapter builds on the previous one, ensuring you gain a solid understanding as you progress.Hands-On Examples: Practice what you learn with hands-on examples and exercises.Start your journey into neural networks today with and “Build Your Own Neural Step-By-Step Explanation For Beginners and ” and unlock the secrets of AI.Grab your copy now and begin building your own neural networks!
Detailed Information
| Author: | Kilho Shin |
|---|---|
| Publication Year: | 2024 |
| ISBN: | 9798329218473 |
| Language: | English |
| File Size: | 11 |
| Format: | |
| Price: | FREE |
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