MATLAB for Machine Learning - Unlock the power of deep learning for swift and enhanced results

Giuseppe Ciaburro

Sinopse

Discover why the MATLAB programming environment is highly favored by researchers and math experts for machine learning with this guide which is designed to enhance your proficiency in both machine learning and deep learning using MATLAB, paving the way for advanced applications.By navigating the versatile machine learning tools in the MATLAB environment, you’ll learn how to seamlessly interact with the workspace. You’ll then move on to data cleansing, data mining, and analyzing various types of data in machine learning, and visualize data values on a graph. As you progress, you’ll explore various classification and regression techniques, skillfully applying them with MATLAB functions.This book teaches you the essentials of neural networks, guiding you through data fitting, pattern recognition, and cluster analysis. You’ll also explore feature selection and extraction techniques for performance improvement through dimensionality reduction. Finally, you’ll leverage MATLAB tools for deep learning and managing convolutional neural networks.By the end of the book, you’ll be able to put it all together by applying major machine learning algorithms in real-world scenarios.

Disponível desde: 30/01/2024.

Comprimento de impressão: 374 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Identifying Trees of the West -...

Lois DeMarco, Jay Mengel

A field guide to every common tree in Western North America, with hundreds of color photos.   Learn how to recognize trees you see every day by their bark; branching patterns; fruits, flowers, or nuts; and overall appearance. Created for in-the-field or at-home use, this guide is an easy-to-use resource that covers every common tree in western North America—from the eastern base of the Rocky Mountains to the Pacific coast. Clearly written for both beginning and advanced botanists, it provides tips for identification throughout a tree’s lifespan and in every season of the year.

Ver livro

Data Structures in Python -...

James Henry

Unlock the power of Python with "Data Structures in Python," a comprehensive guide designed for both beginners and experienced programmers. This book provides a clear and engaging exploration of data structures, offering you the tools and techniques to implement them effectively in real-world applications. 
From fundamental concepts like lists, tuples, and dictionaries to more advanced structures such as trees, graphs, and hash tables, this guide breaks down complex topics into easily digestible sections. Each chapter features practical examples, hands-on exercises, and illustrative diagrams to reinforce your understanding and help you apply what you've learned. 
In addition to covering essential data structures, this book emphasizes best practices for choosing the right structure for specific problems, optimizing performance, and enhancing your algorithms. You'll discover how to analyze time and space complexity, ensuring your code is efficient and scalable. 
"Data Structures in Python" serves as your go-to resource. Join the journey of mastering data structures, and empower yourself to tackle real-world challenges with confidence and creativity.

Ver livro

Decoding Crypto & Blockchain...

BLOCKCHAINS BLUEPRINT

Decoding Crypto and Blockchain Technology’ is the first audiobook installment of Blockchains Blueprint eBooks, providing an in-depth exploration of the world of cryptocurrency and blockchain technology... 
  
TABLE OF CONTENTS 
Intro: Exploring the Marvels of Digital Currency 
Chapter 1: Basic Principles of Blockchain Technology 
Chapter 2: What Are Cryptocurrencies? 
Chapter 3: Analyzing the Complexities of Cryptocurrency Investment 
Chapter 4: What's Next With Blockchain 
Chapter 5: Blockchain and Cryptocurrency In The Future 
Chapter 6: Staying Informed and Engaged 
Chapter 7: Conclusion 
  
  
PREVIEW 
Intro: Exploring the Marvels of Digital Currency  
Welcome to Decoding Crypto and Blockchain Technology, the initial installment of the Blockchains Blueprint Series. Regardless of whether you are a keen beginner or someone who's been exposed to the buzz around digital currencies and blockchain, this ebook is your invaluable guide to exploring the fascinating world of cryptocurrency and the revolutionary technology it stands on. 
Envision a virtual world where money exists, not as physical coins or wrinkled paper notes in your wallet. It appears as a series of mysterious codes held secure within a secure digital safe. This virtual currency, appropriately called cryptocurrency, functions in a decentralized way. It’s like having your own secret cache of wealth, resistant to unwanted interference...

Ver livro

The Natural Home Apothecary -...

Julia J. Tate

🌿 The Natural Home Apothecary: Your 2,000-Day Guide to Ancient Healing
What if the solution to your migraines, sleepless nights, digestive problems, and stress was growing in your garden? For millennia, our ancestors relied on nature's potent pharmacy. It's time to reclaim that power.
This guide transforms you into your family's empowered healer. We cover everything from immune support and rapid pain relief to heart health and hormonal balance.
Every remedy gives you:
✓ Exact Measurements and Preparation Methods.
✓ Crucial Safety Guidelines and Drug Interactions.
✓ The Science explaining why it works.
Picture yourself confidently treating common ailments naturally:
✅ Soothing your baby's teething pain with gentle chamomile.
✅ Stopping a cold with elderberry before it takes hold.
✅ Achieving restful, natural sleep with valerian root.
Stop the helpless late-night panic for minor issues. Stop wasting money on expensive, synthetic medications. Start saving thousands annually while protecting your family from harsh side effects.
5 Life-Changing Benefits for Your Family
✅ 24/7 Health Security: Confidently handle midnight illnesses and unexpected ailments without panic.
✅ Protect Your Family Naturally: Avoid harsh chemicals and side effects while achieving powerful results.
✅ Become Self-Sufficient: Break free from dependence on pharmaceutical companies.
✅ Generational Knowledge: Pass down healing wisdom that will serve your children and grandchildren for a lifetime.
Click "Buy Now" and become the healer your family needs.

Ver livro

Big Data Frameworks -...

Mark Jackson

In the era of data-driven decision-making, managing and analyzing large-scale datasets has become a critical challenge for organizations across industries. Big Data Frameworks: Architectures, Tools, and Techniques for Managing Large-Scale Data.Comprehensive review of Apache Hadoop, Spark and Flink offers a comprehensive exploration of the essential frameworks and tools that enable effective big data management and analysis.
This book provides a deep dive into the architectures and technologies that power modern big data solutions. Beginning with foundational concepts, readers will gain an understanding of data lifecycle management and the core principles of big data ecosystems.
Beyond individual frameworks, the book addresses the integration of big data technologies with machine learning, explores cloud-based big data solutions, and emphasizes best practices for security and governance.
Each chapter is enriched with practical examples, real-world case studies, and actionable insights, making this book a valuable resource for data professionals, architects, and anyone involved in big data projects. Whether you're a beginner looking to understand the basics or an experienced practitioner seeking advanced techniques, Big Data Frameworks provides the knowledge and tools necessary to tackle the challenges of large-scale data management and analysis.
Unlock the power of big data and stay ahead in the rapidly evolving field with Big Data Frameworks: Architectures, Tools, and Techniques for Managing Large-Scale Data. Comprehensive review of Apache Hadoop, Spark and Flink.

Ver livro

Quantum Wonder - How the Tiny...

CARL AL-KHALILI, JIM PRATT

Quantum Wonder: How the Tiny Drives Our Immense Reality
Introducing "Quantum Physics and Everyday Life: Unveiling the Unseen Connections." Dive into the heart of the matter, where the perplexing and the practical coalesce to redefine reality.
Navigate the quantum landscape with:
🔭 Microscopic Marvels: Journey into the enigmatic behavior of quantum particles that underpin the universe's fabric and influence the technology surrounding us.
📱 Technological Transformation: Discover how quantum principles drive innovation, from smartphones to medical scanners, shaping the tools and conveniences of modern life.
🧬 Biological Mysteries: Examine the quantum mechanisms within our own biology, such as in the enigmatic process of photosynthesis and the mysteries of human consciousness.
💡 Philosophical Implications: Contemplate the philosophical questions that quantum physics provokes, challenging our perceptions of existence, time, and the nature of reality.
"Quantum Physics and Everyday Life" is a must-read for the intellectually curious, science enthusiasts, and anyone who seeks to comprehend the universe's hidden quantum tapestry.
Each chapter unveils a facet of quantum physics that touches your life—to enlighten, to astonish, and to change how you view the world around you.
Are you prepared to uncover the quantum threads woven into the fabric of your daily life? To see beyond the macroscopic world and grasp the quantum underpinnings that dance beneath the surface of reality? To connect the cosmos's grandest theories to the simplest moments of your existence? 📚🔭🌌

Ver livro