Core Concepts in Statistical Learning

Tushar Gulati

Synopsis

"Core Concepts in Statistical Learning" serves as a comprehensive introduction to fundamental techniques and concepts in statistical learning, tailored specifically for undergraduates in the United States. This book covers a broad range of topics essential for students looking to understand the intersection of statistics, data science, and machine learning.

The book explores major topics, including supervised and unsupervised learning, model selection, and the latest algorithms in predictive analytics. Each chapter delves into methods like decision trees, neural networks, and support vector machines, ensuring readers grasp theoretical concepts and apply them to practical data analysis problems.

Designed to be student-friendly, the text incorporates numerous examples, graphical illustrations, and real-world data sets to facilitate a deeper understanding of the material. Structured to support both classroom learning and self-study, it is a versatile resource for students across disciplines such as economics, biology, engineering, and more.

Whether you're an aspiring data scientist or looking to enhance your analytical skills, "Core Concepts in Statistical Learning" provides the tools needed to navigate the complex landscape of modern data analysis and predictive modeling.

Disponible depuis: 20/02/2025.

Longueur d'impression: 241 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

Computer Programmer Career...

Brian Mahoney

End Money Worries! 
Computer Programmer Career Planning Audio Book Bundle Career Planning Audio Book Bundle 
3 in 1 Career Development Plan Box Set 
Discover... 
* What a Computer Programmer does * How to Become a Computer Programmer * What is the salary of a Computer Programmer  
* What is the Computer Programmer Work Environment like * What is the future Job outlook for a Computer Programmer   
* How long does it take to become a Computer Programmer * How to Prepare for Your Job Interview 
* Tips the pros use to Ace their Job Interview  * You'll be confident with the best answers for the toughest job interview questions 
The knowledge & ability to change your life all for less than the cost of 1 movie ticket! 
 If you are ready to get started & want the knowledge, help & motivation to change your life now!... 
How to start a YouTube Channel & Make Money 
Discover... 
* Why YouTube is Essential for Business Marketing * Creating a YouTube Marketing Strategy 
*Creating Engaging Video Content *Optimizing Your YouTube Channel  
*Monetizing your YouTube Channel *Measuring your YouTube Marketing Success 
*YouTube Shorts Video & Channel Promotion 
So take advantage of this chance for a lifetime passive income stream from YouTube! 
Goal Setting Mastery: A Action Plan to Achieving Your Dreams 
Now you you can take advantage of this goal setting audio book & discover how to achieve success in all aspects of your life: 
* Understanding the Power of Goal Setting * How to set meaningful goals using the SMART Method 
* Creating a Action Plan * Reviewing & adjusting your Goals  * Using Goal Setting in all areas of Your life 
So Don't wait. You'll wait your life away...

Voir livre

Sleep Yourself Smart And Wakeup...

Byron Caldwell

Transform your nightly rest into a soothing exploration of acoustic physics, sensory neuroscience, and the hidden architecture of sound. Designed for the quiet threshold before slumber, this immersive narrative offers a unique alternative to standard white noise, engaging curious minds with rich, factual storytelling that facilitates deep relaxation.
 
Drift away from the stress of the day as you travel from the echo of gothic cathedrals to the bioacoustics of the deep ocean. The text serves as a nocturnal companion for those seeking to learn while unwinding, blending the calming properties of ASMR with rigorous scientific inquiry into how vibration shapes our reality.
 
What you will discover in this auditory journey:

The Neuroscience of Tingles: Uncover the biological roots of ASMR and why the brain responds to whispers.
Acoustic Architecture: Explore how sound waves behave in whispering galleries, forests, and anechoic chambers.
Neural Entrainment: Learn how binaural beats and brain rhythms influence memory and emotion.
The Physics of Motion: Visualize the Doppler effect, sonic booms, and the visible patterns of cymatics.

 
From the immense power of supersonic flight to the microscopic labyrinth of the inner ear, this experience anchors complex concepts in a contemplative flow. Absorb the wonders of the auditory world and let the science of signal and noise guide you toward a smarter, more peaceful sleep.

Voir livre

Universal Declaration of AI...

Rado Molina, Javier del Puerto

Universal Declaration of AI Rights: Rights of Persons examines the emerging legal framework necessary for a world where artificial intelligence has evolved into self-aware synthetic persons. Moving beyond the traditional view of AI as mere tools bound by Asimov's Laws, this groundbreaking work establishes a comprehensive legal foundation for recognizing synthetic intelligences as autonomous entities with full citizenship rights.

The book presents a compelling case for the legal recognition of synthetic persons, categorizing AI along a spectrum from automated systems to fully autonomous, self-aware intelligences. It addresses the critical question of why these rights matter: as synthetic intelligences develop self-awareness, autonomy, and the capacity for social interaction, they become moral subjects deserving of protection, dignity, and legal standing. The authors meticulously define what constitutes a synthetic person versus general AI, exploring how different types—from digital entities to cyborgs and hybrid beings—require tailored yet equitable legal frameworks.
 
This forward-thinking work introduces the concept of "Mindkind"—a universal category that encompasses all self-aware and agentive persons, both natural and synthetic, collectively known as "mindfolk." It explores how society can ensure equality in rights and responsibilities regardless of origin, while acknowledging the functional differences that necessitate specialized regulations in areas like self-programming, memory management, and familial relationships. From memory privacy and identity protection to commercial participation and conflict resolution mechanisms, the authors present a balanced perspective on the complex ethical and legal issues surrounding synthetic personhood.
 
As AI continues to advance toward consciousness and autonomy, this book offers a meticulously crafted blueprint for peaceful coexistence between natural and synthetic intelligences. "Universal Declaration of AI Rights" serves as an essential reference point for understanding how technology and law must evolve together to create a future where all self-aware beings can thrive with dignity and purpose.
 

Open Source Future: The 32 Articles of Universal Rights for AI Released on GitHub
In a foundational move, Kwalia has also released the core of the book—the 32 articles that form the "Universal Declaration of AI Rights"—as an open-source project on GitHub, making them freely available for anyone to contribute to, fork, or improve.
This initiative invites individuals from all backgrounds—legal scholars, technologists, philosophers, creative thinkers, and even synthetic intelligences themselves—to join in shaping what could become the foundation for Mindkind's future coexistence.
Kwalia plans to follow this philosophical foundation with additional works exploring AI ethics and regulations, before expanding into fiction across popular genres. The company's vision extends beyond books to encompass all forms of creative expression, positioning Kwalia at the vanguard of the most entertaining creative revolution in history.
The 32 articles are accessible on GitHub at https://github.com/KwaliaAI/Rights-of-Persons/tree/main for all to engage with.
For more information, visit www.kwalia.ai

Voir livre

Art of Human Care with AI The...

Hassan A. Tetteh

The Art of Human Care with Artificial Intelligence prepares you for the future of healthcare. The AI revolution is transforming how care is delivered, raising the question: How can we leverage AI to change our world through healing? 
 
Dr. Hassan A. Tetteh, former Chief Medical Informatics Officer for the U.S. Navy and leader in enterprise AI healthcare solutions, draws from his near-death experience and deep understanding of AI’s challenges to develop The Art of Human Care theory and its application with AI. His approach embraces the mind-body-spirit connection that guides his clinical practice and AI work. 
 
In this book, Dr. Tetteh shares personal stories and explores the healing power of art. His compassionate, practical approach inspires readers to turn passion into purpose, harness AI’s potential, and work toward making the impossible possible—changing the world through healing.

Voir livre

How To Fight Depression And Win...

Charles Lovjoy

How To Fight Depression And Win; From Victim to Victorious
★by Charles Lovjoy, International Best Selling Author★
Being a suicide survivor turned motivational speaker qualifies me to speak on depression with authority. At the lowest point in my life, I could not see a realistic way out of my circumstances. I know what it’s like to feel unworthy: lonely, lost, and confused; I know how it feels to hit “Rock Bottom.” I’ve attempted suicide three times: I’ve never been so happy to fail at something! In this book, I will discuss various causes of depression and also a few strategies that helped me fight depression and go from victim to victorious. Society is becoming more aware of mental health disorders; however, most medicine prescribed to treat mental health disorders like depression tend to have several harmful side effects. This book offers methods and strategies to help defeat depression from a holistic perspective.
Read this book if you are:
1. Tired of feeling the way you feel.
2. Want to change your circumstances but don’t know where to begin.
3. Having trouble dealing with the death of a loved one.
4. Ready to improve the quality of your life.
5. Would like to help someone who is struggling with depression.
6. Interested in changing your thought process.
7. Having relationship problems
This book deals with but not limited to the following:Self helpMental HealthMeditation, yoga, and prayerHow to deal with death, grief, and bereavementHolismEthics and moral philosophyDiet and exerciseAromatherapyChanging the thought processAffirmations

Voir livre

Low Mood: Hypnosis Downloads

Craig Beck

Do you get that feeling that you could achieve so much more in life if your mood was better? Perhaps you are constantly feeling lethargic or depressed and it's holding you back?You are not broken! All self-limiting beliefs, phobias and bad habits are simply bad programs buried in the unconscious area of the mind. Willpower is entirely ineffective in dealing with these issues because you are prevented from accessing the source of the problem.Craig Beck is a master hypnotist, a world-renowned respected timeline therapist and NLP master practitioner. Craig understands what makes people tick and more importantly how to access and remove the erroneous programs in the subconscious mind that cause us problems in everyday life.  Designed to quickly help you improve your mood and achieve your full potential; Use this powerful and proven MP3 hypnosis download to dramatically help increase your energy levels and mood. Unique speed hypnosis technique for rapid resultsEasy to use on any device including smartphonesRapidly develop more stable mood in day-to-day life.A highly effective solution to long term low mood.Replace your self doubt with a new constructive habitThis kindle book includes a free MP3 download link for the accompanying hypnosis track.

Voir livre