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Rust Machine Learning: Advanced Techniques to build Next Generation Intelligent Systems
Paperback
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ISBN13: 9798311374354
Publisher: Independently Published
Published: Feb 19 2025
Pages: 346
Weight: 1.22
Height: 0.72 Width: 6.69 Depth: 9.61
Language: English
Publisher: Independently Published
Published: Feb 19 2025
Pages: 346
Weight: 1.22
Height: 0.72 Width: 6.69 Depth: 9.61
Language: English
Rust is a systems programming language that's rapidly gaining popularity in the machine learning community. Its focus on performance, memory safety, and concurrency makes it ideal for building robust and efficient ML systems that can handle the demands of modern applications.
What's Inside:
What's Inside:
Foundations: Learn the essentials of Rust programming and key machine learning concepts.
Core Techniques: Master linear algebra with Rust, data wrangling, and preprocessing techniques.
Advanced Algorithms: Implement machine learning algorithms from scratch, including linear regression, logistic regression, decision trees, and more.
Deep Learning: Explore neural networks, CNNs, RNNs, and LSTMs with Rust, and leverage deep learning frameworks like tract.
NLP and Computer Vision: Tackle real-world problems in natural language processing and computer vision using Rust libraries like rust-bert and OpenCV bindings.
High-Performance ML: Optimize your models for performance using concurrency, parallelism, and memory management techniques.
Deployment: Deploy your Rust ML models as web services, on embedded systems, or on cloud platforms like AWS, Azure, and GCP.
Safety and Reliability: Build secure and reliable ML systems with robust error handling, testing, debugging, monitoring, and logging.
Emerging Trends: Explore the future of Rust in machine learning, including WebAssembly, federated learning, and edge computing.
Who this book is for:
This book is for machine learning engineers, data scientists, Rust developers, students, and researchers who want to leverage the power of Rust to build the next generation of intelligent systems. Whether you're new to Rust or already have experience with it, this book will equip you with the knowledge and skills to build robust, efficient, and innovative ML applications.
Create Urgency: Don't miss out on the opportunity to be at the forefront of this exciting new wave in machine learning. Get your copy today and start building the future of intelligent systems with Rust!
Perception of Time: Imagine building high-performance ML systems that can handle the most demanding tasks, all while writing safe and reliable code. With Rust, this is no longer a distant dream, but a reality within your grasp.
Perception of Value: This book is more than just a guide; it's an investment in your future as a machine learning engineer. The skills and knowledge you gain will be invaluable in today's rapidly evolving tech landscape.
Ready to unlock the power of Rust for machine learning? Get your copy now and start building the next generation of intelligent systems
Core Techniques: Master linear algebra with Rust, data wrangling, and preprocessing techniques.
Advanced Algorithms: Implement machine learning algorithms from scratch, including linear regression, logistic regression, decision trees, and more.
Deep Learning: Explore neural networks, CNNs, RNNs, and LSTMs with Rust, and leverage deep learning frameworks like tract.
NLP and Computer Vision: Tackle real-world problems in natural language processing and computer vision using Rust libraries like rust-bert and OpenCV bindings.
High-Performance ML: Optimize your models for performance using concurrency, parallelism, and memory management techniques.
Deployment: Deploy your Rust ML models as web services, on embedded systems, or on cloud platforms like AWS, Azure, and GCP.
Safety and Reliability: Build secure and reliable ML systems with robust error handling, testing, debugging, monitoring, and logging.
Emerging Trends: Explore the future of Rust in machine learning, including WebAssembly, federated learning, and edge computing.
Who this book is for:
This book is for machine learning engineers, data scientists, Rust developers, students, and researchers who want to leverage the power of Rust to build the next generation of intelligent systems. Whether you're new to Rust or already have experience with it, this book will equip you with the knowledge and skills to build robust, efficient, and innovative ML applications.
Create Urgency: Don't miss out on the opportunity to be at the forefront of this exciting new wave in machine learning. Get your copy today and start building the future of intelligent systems with Rust!
Perception of Time: Imagine building high-performance ML systems that can handle the most demanding tasks, all while writing safe and reliable code. With Rust, this is no longer a distant dream, but a reality within your grasp.
Perception of Value: This book is more than just a guide; it's an investment in your future as a machine learning engineer. The skills and knowledge you gain will be invaluable in today's rapidly evolving tech landscape.
Ready to unlock the power of Rust for machine learning? Get your copy now and start building the next generation of intelligent systems
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